1629 lines
No EOL
72 KiB
Python
1629 lines
No EOL
72 KiB
Python
"""
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Stitching Scanner v2 - Simplified unified approach
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Same displacement-based stitching for both horizontal rows and vertical row transitions.
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No complex visual matching - just track displacement and append strips.
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Continuous alignment correction for gear slippage compensation.
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FIXES:
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- Y comparison: Compare frame's BOTTOM with ROW 1's TOP (at Y=transition_height)
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- X comparison (LEFT scan): Compare frame's RIGHT with transition strip's LEFT edge
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- row_start_y now positions row 2 so its bottom overlaps with row 1's top
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DEBUG BORDER COLORS (for debugging row 2 placement):
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=================================================
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In _detect_row_start_alignment():
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- WHITE (thick): Outline of TRANSITION STRIPS (X=x_offset, Y=0 to transition_height)
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- BLUE line: Y=transition_height (boundary between transition strips and row 1)
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- CYAN: Y comparison region - TOP of ROW 1 (just below blue line)
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- YELLOW: X comparison region - LEFT edge of transition strips (for LEFT scan)
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- MAGENTA: Where the new frame is EXPECTED to be placed
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In _blend_horizontal_at_y (append_left):
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- RED (thick): Where strip WOULD have been placed (ORIGINAL position)
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- GREEN: Where strip was ACTUALLY placed (ADJUSTED position)
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MOSAIC LAYOUT AFTER DOWN TRANSITION:
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====================================
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Y=0 to Y=transition_height: TRANSITION STRIPS (at X=x_offset)
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Y=transition_height to Y=mh: ROW 1 (shifted down)
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Row 2 placement: Y = transition_height - fh + overlap
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(so row 2's bottom overlaps with row 1's top)
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"""
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import cv2
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import numpy as np
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import time
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import threading
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from dataclasses import dataclass
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from typing import Optional, Callable, Tuple
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from enum import Enum
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class ScanDirection(Enum):
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RIGHT = 'right'
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LEFT = 'left'
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DOWN = 'down'
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UP = 'up'
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@dataclass
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class StitchConfig:
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displacement_threshold: float = 0.10 # 10% of frame triggers append
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movement_interval: float = 0.001
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frame_interval: float = 1.00
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settle_time: float = 0.75
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max_scan_time: float = 300.0
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row_overlap: float = 0.15
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max_mosaic_width: int = 1000
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max_mosaic_height: int = 1000
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scan_speed_index: int = 3
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autofocus_every_row: bool = True
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@dataclass
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class StitchState:
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is_scanning: bool = False
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direction: str = ''
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cumulative_x: float = 0.0
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cumulative_y: float = 0.0
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current_x: float = 0.0
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current_y: float = 0.0
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last_displacement: Tuple[float, float] = (0.0, 0.0)
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current_row: int = 0
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total_rows: int = 0
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mosaic_width: int = 0
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mosaic_height: int = 0
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mosaic_init_width: int = 0
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mosaic_init_height: int = 0
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frame_count: int = 0
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append_count: int = 0
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@dataclass
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class AlignmentOffset:
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"""Stores alignment offset for strip placement"""
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x_offset: float = 0.0
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y_offset: float = 0.0
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valid: bool = False
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confidence: float = 0.0 # Phase correlation response
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class StitchingScanner:
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"""
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Slide scanner using continuous stitching.
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Unified approach for horizontal and vertical movement.
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Continuous alignment correction for gear slippage compensation.
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"""
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def __init__(self, camera, motion_controller, autofocus_controller=None,
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config: StitchConfig = None,
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on_log: Callable[[str], None] = None,
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on_progress: Callable[[int, int], None] = None,
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on_mosaic_updated: Callable[[], None] = None):
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self.camera = camera
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self.motion = motion_controller
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self.autofocus = autofocus_controller
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self.config = config or StitchConfig()
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self.on_log = on_log
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self.on_progress = on_progress
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self.on_mosaic_updated = on_mosaic_updated
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self.running = False
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self.paused = False
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self.state = StitchState()
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self._state_lock = threading.Lock()
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self.mosaic: Optional[np.ndarray] = None
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self._mosaic_lock = threading.RLock() # Changed to RLock to avoid deadlocks
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self._prev_frame: Optional[np.ndarray] = None
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self._displacement_since_append_x: float = 0.0
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self._displacement_since_append_y: float = 0.0
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# Cumulative alignment drift - tracks total correction applied
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self._cumulative_align_x: float = 0.0
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self._cumulative_align_y: float = 0.0
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# Track the Y position in the mosaic where the current row starts
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# This is critical for placing strips at the correct vertical position
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self._row_start_y: int = 0
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# Track the X position in the mosaic where the current row starts
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# For row 1 (RIGHT scan): starts at X=0
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# For row 2 (LEFT scan): starts at X = mosaic_width - frame_width (right edge)
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self._row_start_x: int = 0
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# Last strip's alignment for continuity
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self._last_strip_alignment = AlignmentOffset()
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self._thread: Optional[threading.Thread] = None
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def log(self, message: str):
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if self.on_log:
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self.on_log(f"[Stitch] {message}")
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print(f"[Stitch] {message}")
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# =========================================================================
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# Displacement Detection
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# =========================================================================
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def _to_grayscale(self, frame: np.ndarray) -> np.ndarray:
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if len(frame.shape) == 3:
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return cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
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return frame
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def _detect_displacement(self, prev_frame: np.ndarray,
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curr_frame: np.ndarray) -> Tuple[float, float]:
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prev_gray = self._to_grayscale(prev_frame)
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curr_gray = self._to_grayscale(curr_frame)
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if prev_gray.shape != curr_gray.shape:
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return (0.0, 0.0)
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prev_f = prev_gray.astype(np.float32)
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curr_f = curr_gray.astype(np.float32)
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h, w = prev_gray.shape
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window = cv2.createHanningWindow((w, h), cv2.CV_32F)
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prev_f = prev_f * window
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curr_f = curr_f * window
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shift, response = cv2.phaseCorrelate(prev_f, curr_f)
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return shift
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def _detect_displacement_with_confidence(self, prev_frame: np.ndarray,
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curr_frame: np.ndarray) -> Tuple[float, float, float]:
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"""Detect displacement and return confidence (phase correlation response)."""
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prev_gray = self._to_grayscale(prev_frame)
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curr_gray = self._to_grayscale(curr_frame)
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if prev_gray.shape != curr_gray.shape:
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return (0.0, 0.0, 0.0)
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prev_f = prev_gray.astype(np.float32)
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curr_f = curr_gray.astype(np.float32)
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h, w = prev_gray.shape
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window = cv2.createHanningWindow((w, h), cv2.CV_32F)
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prev_f = prev_f * window
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curr_f = curr_f * window
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shift, response = cv2.phaseCorrelate(prev_f, curr_f)
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return (shift[0], shift[1], response)
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def _detect_displacement_robust(self, prev_frame: np.ndarray,
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curr_frame: np.ndarray) -> Tuple[float, float]:
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dx, dy = self._detect_displacement(prev_frame, curr_frame)
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h, w = prev_frame.shape[:2]
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max_displacement = max(w, h) * 0.5
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if abs(dx) > max_displacement or abs(dy) > max_displacement:
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self.log(f"Warning: Large displacement ({dx:.1f}, {dy:.1f}), ignoring")
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return (0.0, 0.0)
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return (dx, dy)
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def _detect_row_start_alignment(self, frame: np.ndarray, direction: ScanDirection) -> AlignmentOffset:
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"""
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Detect alignment at the START of a new row.
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After a DOWN transition with prepend, the mosaic layout is:
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- Y=0 to Y=transition_height: TRANSITION STRIPS (at X=x_offset)
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- Y=transition_height to Y=mh: OLD ROW 1 (shifted down)
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For Y alignment: Compare frame's BOTTOM with ROW 1's TOP (at Y=transition_height)
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For X alignment (LEFT scan): Compare frame's RIGHT with transition strip's LEFT edge
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"""
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offset = AlignmentOffset()
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with self._mosaic_lock:
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if self.mosaic is None:
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return offset
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mh, mw = self.mosaic.shape[:2]
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fh, fw = frame.shape[:2]
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# Calculate where transition strips are in the mosaic
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# x_offset is where the DOWN transition strips were placed horizontally
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x_offset = max(0, mw - self.state.mosaic_init_width)
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# Transition height is how much was added during DOWN transition
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transition_height = mh - fh
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self.log(f" Row-start alignment: mosaic {mw}x{mh}, frame {fw}x{fh}")
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self.log(f" Transition strips at: X={x_offset}, Y=0 to Y={transition_height}")
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self.log(f" Old row 1 at: Y={transition_height} to Y={mh}")
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# ========== DEBUG: Draw borders showing layout ==========
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# WHITE border: Where TRANSITION STRIPS are
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cv2.rectangle(self.mosaic,
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(x_offset, 0),
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(min(x_offset + fw, mw), transition_height),
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(255, 255, 255), 3) # WHITE - transition strips location
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self.log(f" DEBUG: WHITE border - TRANSITION STRIPS at X={x_offset}:{min(x_offset + fw, mw)}, Y=0:{transition_height}")
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# BLUE line at transition boundary (where transition ends and old row 1 begins)
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cv2.line(self.mosaic, (0, transition_height), (mw, transition_height), (255, 0, 0), 3)
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self.log(f" DEBUG: BLUE line at Y={transition_height} (transition/row1 boundary)")
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vertical_overlap = min(200, fh // 3)
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horizontal_overlap = min(200, fw // 3)
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min_overlap = 50
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# =============================================
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# Step 1: Detect Y alignment
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# =============================================
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# Compare frame's BOTTOM with ROW 1's TOP (at Y=transition_height)
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# Frame's bottom should overlap with the area just below the blue line
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#
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# Row 1's top is at Y=transition_height
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# So compare mosaic[transition_height : transition_height+overlap]
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row1_top_start = transition_height
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row1_top_end = min(transition_height + vertical_overlap, mh)
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# Frame's BOTTOM portion (will overlap with row 1's top)
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frame_bottom = frame[fh - vertical_overlap:fh, :]
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# Get the X range - centered on where transition strips are
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x_start = x_offset
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x_end = min(x_offset + fw, mw)
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compare_width = x_end - x_start
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if row1_top_end > row1_top_start and compare_width >= min_overlap:
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# Mosaic region: TOP of row 1 (just below the transition)
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mosaic_row1_top = self.mosaic[row1_top_start:row1_top_end, x_start:x_end]
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# Frame region: bottom portion
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frame_compare = frame_bottom[:, :compare_width]
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# ========== DEBUG: Save frame with comparison region marked ==========
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debug_frame = frame.copy()
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cv2.rectangle(debug_frame, (0, fh - vertical_overlap), (compare_width, fh),
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(255, 255, 0), 2) # CYAN - frame's bottom region used for Y comparison
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self.log(f" DEBUG: Frame Y comparison region: X=0:{compare_width}, Y={fh - vertical_overlap}:{fh}")
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try:
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cv2.imwrite('/tmp/debug_frame_row2_start.png', debug_frame)
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except:
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pass
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# ========== DEBUG: Draw CYAN border on mosaic for Y comparison region ==========
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# CYAN at TOP of row 1 (just below blue line)
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cv2.rectangle(self.mosaic,
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(x_start, row1_top_start),
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(x_end, row1_top_end),
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(255, 255, 0), 2) # CYAN - mosaic comparison region for Y
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self.log(f" DEBUG: CYAN border - mosaic Y comparison region X={x_start}:{x_end}, Y={row1_top_start}:{row1_top_end}")
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# MAGENTA border: Where frame is EXPECTED to be placed
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expected_y_start = transition_height - fh + vertical_overlap # Frame overlaps with row 1
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expected_y_start = max(0, expected_y_start)
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cv2.rectangle(self.mosaic,
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(x_start, expected_y_start),
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(x_end, expected_y_start + fh),
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(255, 0, 255), 2) # MAGENTA - expected frame position
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self.log(f" DEBUG: MAGENTA border - expected frame position X={x_start}:{x_end}, Y={expected_y_start}:{expected_y_start + fh}")
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min_w = min(frame_compare.shape[1], mosaic_row1_top.shape[1])
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min_h = min(frame_compare.shape[0], mosaic_row1_top.shape[0])
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if min_w >= min_overlap and min_h >= min_overlap:
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frame_compare = frame_compare[:min_h, :min_w]
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mosaic_row1_top = mosaic_row1_top[:min_h, :min_w]
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# ========== DEBUG: Save the comparison regions as images ==========
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try:
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cv2.imwrite('/tmp/debug_frame_bottom_region.png', frame_compare)
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cv2.imwrite('/tmp/debug_mosaic_row1top_region.png', mosaic_row1_top)
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self.log(f" DEBUG: Saved comparison regions to /tmp/debug_*.png")
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except:
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pass
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# Detect displacement
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dx_v, dy_v, conf_v = self._detect_displacement_with_confidence(
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mosaic_row1_top, frame_compare)
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self.log(f" Row-start Y alignment: dx={dx_v:.1f}, dy={dy_v:.1f}, conf={conf_v:.3f}")
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self.log(f" Compared frame[{fh - vertical_overlap}:{fh}] with mosaic[{row1_top_start}:{row1_top_end}]")
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if conf_v > 0.1:
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offset.y_offset = dy_v
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offset.confidence = conf_v
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# =============================================
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# Step 2: Detect X alignment
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# =============================================
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if direction == ScanDirection.LEFT:
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# For LEFT scan: frame will move LEFT
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# Frame's RIGHT edge will overlap with existing content's LEFT edge
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# The LEFT edge of transition strips is at X=x_offset
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# Compare frame's RIGHT with mosaic's LEFT edge of transition strips
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# Mosaic region: LEFT edge of transition strips
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mosaic_x_start = x_offset
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mosaic_x_end = min(x_offset + horizontal_overlap, mw)
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# Y range: within the transition strip area AND row 1 top
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y_start = max(0, transition_height - fh // 2)
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y_end = min(transition_height + fh // 2, mh)
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if mosaic_x_end > mosaic_x_start and y_end > y_start:
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mosaic_edge = self.mosaic[y_start:y_end, mosaic_x_start:mosaic_x_end]
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# Frame's RIGHT edge
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frame_edge = frame[:min(y_end - y_start, fh), fw - (mosaic_x_end - mosaic_x_start):fw]
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# ========== DEBUG: Draw YELLOW border for X comparison region ==========
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# YELLOW on LEFT side of transition strips
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cv2.rectangle(self.mosaic,
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(mosaic_x_start, y_start),
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(mosaic_x_end, y_end),
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(0, 255, 255), 2) # YELLOW - mosaic comparison region for X
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self.log(f" DEBUG: YELLOW border - mosaic X comparison region X={mosaic_x_start}:{mosaic_x_end}, Y={y_start}:{y_end}")
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min_h = min(mosaic_edge.shape[0], frame_edge.shape[0])
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min_w = min(mosaic_edge.shape[1], frame_edge.shape[1])
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if min_h >= min_overlap and min_w >= min_overlap:
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mosaic_edge = mosaic_edge[:min_h, :min_w]
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frame_edge = frame_edge[:min_h, :min_w]
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dx_h, dy_h, conf_h = self._detect_displacement_with_confidence(
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mosaic_edge, frame_edge)
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self.log(f" Row-start X alignment: dx={dx_h:.1f}, dy={dy_h:.1f}, conf={conf_h:.3f}")
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if conf_h > 0.1:
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offset.x_offset = -dx_h
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if conf_h > offset.confidence:
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offset.confidence = conf_h
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else:
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# For RIGHT scan at row start
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# Frame's LEFT edge will overlap with existing content's RIGHT edge
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mosaic_x_end = min(x_offset + fw, mw)
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mosaic_x_start = max(mosaic_x_end - horizontal_overlap, x_offset)
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y_start = max(0, transition_height - fh // 2)
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y_end = min(transition_height + fh // 2, mh)
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if mosaic_x_end > mosaic_x_start and y_end > y_start:
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mosaic_edge = self.mosaic[y_start:y_end, mosaic_x_start:mosaic_x_end]
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frame_edge = frame[:min(y_end - y_start, fh), :mosaic_x_end - mosaic_x_start]
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cv2.rectangle(self.mosaic,
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(mosaic_x_start, y_start),
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(mosaic_x_end, y_end),
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(0, 255, 255), 2) # YELLOW
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self.log(f" DEBUG: YELLOW border - mosaic X comparison region X={mosaic_x_start}:{mosaic_x_end}, Y={y_start}:{y_end}")
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min_h = min(mosaic_edge.shape[0], frame_edge.shape[0])
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min_w = min(mosaic_edge.shape[1], frame_edge.shape[1])
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if min_h >= min_overlap and min_w >= min_overlap:
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mosaic_edge = mosaic_edge[:min_h, :min_w]
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frame_edge = frame_edge[:min_h, :min_w]
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dx_h, dy_h, conf_h = self._detect_displacement_with_confidence(
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mosaic_edge, frame_edge)
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self.log(f" Row-start X alignment: dx={dx_h:.1f}, dy={dy_h:.1f}, conf={conf_h:.3f}")
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if conf_h > 0.1:
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offset.x_offset = -dx_h
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if conf_h > offset.confidence:
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offset.confidence = conf_h
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# Limit maximum adjustment
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max_adjust = 80
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if abs(offset.x_offset) > max_adjust:
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self.log(f" Limiting X offset from {offset.x_offset:.1f} to ±{max_adjust}")
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offset.x_offset = max(-max_adjust, min(max_adjust, offset.x_offset))
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if abs(offset.y_offset) > max_adjust:
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self.log(f" Limiting Y offset from {offset.y_offset:.1f} to ±{max_adjust}")
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offset.y_offset = max(-max_adjust, min(max_adjust, offset.y_offset))
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offset.valid = offset.confidence > 0.1
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if offset.valid:
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self.log(f" Row-start alignment FINAL: X={offset.x_offset:.1f}, Y={offset.y_offset:.1f}, conf={offset.confidence:.3f}")
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return offset
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def _detect_strip_alignment(self, frame: np.ndarray, direction: ScanDirection,
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expected_x: int, expected_y: int) -> AlignmentOffset:
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"""
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|
Detect alignment offset for a strip by comparing the current frame
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with the expected overlap region of the mosaic.
|
|
|
|
This provides continuous correction for gear slippage during scanning.
|
|
|
|
Args:
|
|
frame: Current camera frame
|
|
direction: Scan direction
|
|
expected_x: Expected X position in mosaic
|
|
expected_y: Expected Y position in mosaic
|
|
|
|
Returns:
|
|
AlignmentOffset with X/Y correction needed
|
|
"""
|
|
offset = AlignmentOffset()
|
|
|
|
with self._mosaic_lock:
|
|
if self.mosaic is None:
|
|
return offset
|
|
|
|
mh, mw = self.mosaic.shape[:2]
|
|
fh, fw = frame.shape[:2]
|
|
|
|
# Clamp expected positions
|
|
expected_y = max(0, min(expected_y, mh - fh))
|
|
expected_x = max(0, min(expected_x, mw - fw))
|
|
|
|
# Increased overlap for better detection
|
|
max_overlap = 250 # Increased from 200
|
|
min_overlap = 40 # Increased from 30
|
|
|
|
if direction == ScanDirection.RIGHT:
|
|
# We're appending to the right
|
|
# Compare left portion of frame with right edge of mosaic
|
|
overlap_width = min(fw // 2, mw - expected_x, max_overlap)
|
|
|
|
if overlap_width < min_overlap:
|
|
return offset
|
|
|
|
# Extract regions
|
|
mosaic_region = self.mosaic[expected_y:expected_y + fh, mw - overlap_width:mw]
|
|
frame_region = frame[:, :overlap_width]
|
|
|
|
elif direction == ScanDirection.LEFT:
|
|
# We're placing within existing mosaic, moving left
|
|
# Compare right portion of frame with mosaic at expected position
|
|
overlap_width = min(fw // 2, mw - expected_x, max_overlap)
|
|
|
|
if overlap_width < min_overlap:
|
|
return offset
|
|
|
|
# The frame's right edge should align with mosaic at expected_x + fw
|
|
mosaic_x_end = min(expected_x + fw, mw)
|
|
mosaic_x_start = max(mosaic_x_end - overlap_width, 0)
|
|
actual_overlap = mosaic_x_end - mosaic_x_start
|
|
|
|
if actual_overlap < min_overlap:
|
|
return offset
|
|
|
|
mosaic_region = self.mosaic[expected_y:expected_y + fh, mosaic_x_start:mosaic_x_end]
|
|
frame_region = frame[:, fw - actual_overlap:]
|
|
|
|
elif direction == ScanDirection.DOWN:
|
|
# We're appending below
|
|
# Compare top portion of frame with bottom edge of mosaic
|
|
overlap_height = min(fh // 2, mh - expected_y, max_overlap)
|
|
|
|
if overlap_height < min_overlap:
|
|
return offset
|
|
|
|
mosaic_region = self.mosaic[mh - overlap_height:mh, expected_x:expected_x + fw]
|
|
frame_region = frame[:overlap_height, :]
|
|
|
|
else: # UP
|
|
# Compare bottom portion of frame with top edge of mosaic
|
|
overlap_height = min(fh // 2, expected_y, max_overlap)
|
|
|
|
if overlap_height < min_overlap:
|
|
return offset
|
|
|
|
mosaic_region = self.mosaic[:overlap_height, expected_x:expected_x + fw]
|
|
frame_region = frame[fh - overlap_height:, :]
|
|
|
|
# Ensure regions have the same size
|
|
min_h = min(mosaic_region.shape[0], frame_region.shape[0])
|
|
min_w = min(mosaic_region.shape[1], frame_region.shape[1])
|
|
|
|
if min_h < min_overlap or min_w < min_overlap:
|
|
self.log(f"Strip alignment: overlap too small ({min_w}x{min_h})")
|
|
return offset
|
|
|
|
mosaic_region = mosaic_region[:min_h, :min_w]
|
|
frame_region = frame_region[:min_h, :min_w]
|
|
|
|
# Detect displacement with confidence
|
|
dx, dy, confidence = self._detect_displacement_with_confidence(mosaic_region, frame_region)
|
|
|
|
# Sanity check - reject large displacements
|
|
max_adjust = 50 # Max pixels to adjust
|
|
if abs(dx) > max_adjust or abs(dy) > max_adjust:
|
|
self.log(f"Strip alignment: displacement too large ({dx:.1f}, {dy:.1f}), ignoring")
|
|
return offset
|
|
|
|
offset.x_offset = dx
|
|
offset.y_offset = dy
|
|
offset.confidence = confidence
|
|
offset.valid = confidence > 0.1 # Require minimum confidence
|
|
|
|
if offset.valid:
|
|
self.log(f" Strip alignment: X={dx:.1f}, Y={dy:.1f}, conf={confidence:.3f}")
|
|
|
|
return offset
|
|
|
|
# =========================================================================
|
|
# Mosaic Building
|
|
# =========================================================================
|
|
|
|
def _init_mosaic(self, frame: np.ndarray):
|
|
with self._mosaic_lock:
|
|
self.mosaic = frame.copy()
|
|
|
|
self._prev_frame = frame.copy()
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = 0.0
|
|
|
|
# Reset cumulative alignment
|
|
self._cumulative_align_x = 0.0
|
|
self._cumulative_align_y = 0.0
|
|
self._last_strip_alignment = AlignmentOffset()
|
|
|
|
# Row 0 starts at Y=0
|
|
self._row_start_y = 0
|
|
|
|
with self._state_lock:
|
|
h, w = frame.shape[:2]
|
|
self.state.mosaic_width = w
|
|
self.state.mosaic_height = h
|
|
self.state.mosaic_init_width = w
|
|
self.state.mosaic_init_height = h
|
|
self.state.frame_count = 1
|
|
self.state.append_count = 0
|
|
self.state.current_y = 0
|
|
self.state.current_x = 0
|
|
|
|
self.log(f"Initialized mosaic: {frame.shape[1]}x{frame.shape[0]}")
|
|
|
|
def _blend_horizontal_at_y(self, base: np.ndarray, strip: np.ndarray,
|
|
blend_width: int, append_right: bool,
|
|
x_offset: int = None, y_offset: int = 0,
|
|
alignment_x: float = 0.0, alignment_y: float = 0.0) -> np.ndarray:
|
|
"""
|
|
Blend strip horizontally onto base at specified Y position.
|
|
|
|
Args:
|
|
base: The existing mosaic
|
|
strip: The new strip to append
|
|
blend_width: Width of the blending zone
|
|
append_right: True to append to right, False to append left
|
|
x_offset: X position for left-append mode
|
|
y_offset: Y position in the mosaic
|
|
alignment_x: Additional X alignment offset (from strip alignment detection)
|
|
alignment_y: Additional Y alignment offset (from strip alignment detection)
|
|
"""
|
|
h_base, w_base = base.shape[:2]
|
|
h_strip, w_strip = strip.shape[:2]
|
|
|
|
blend_w = min(blend_width, w_strip, w_base)
|
|
|
|
if append_right:
|
|
# Apply alignment offset for Y
|
|
y_offset = y_offset + int(round(alignment_y))
|
|
|
|
# Clamp y_offset
|
|
y_offset = max(0, min(y_offset, h_base - h_strip))
|
|
|
|
# Expand mosaic to the right
|
|
result_width = w_base + w_strip - blend_w
|
|
result = np.zeros((h_base, result_width, 3), dtype=np.uint8)
|
|
|
|
self.log(f"=== _blend_horizontal_at_y (append_right) ===")
|
|
self.log(f" base: {w_base}x{h_base}, strip: {w_strip}x{h_strip}")
|
|
self.log(f" y_offset: {y_offset}, blend_w: {blend_w}")
|
|
self.log(f" alignment: X={alignment_x:.1f}, Y={alignment_y:.1f}")
|
|
self.log(f" result: {result_width}x{h_base}")
|
|
|
|
# Step 1: Copy entire base
|
|
result[:, :w_base] = base
|
|
|
|
# Step 2: Copy non-overlap portion of strip at correct Y
|
|
self.log(f" Placing strip at X={w_base - blend_w}:{result_width}, Y={y_offset}:{y_offset + h_strip}")
|
|
result[y_offset:y_offset + h_strip, w_base:] = strip[:, blend_w:]
|
|
|
|
# Step 3: Create blend
|
|
alpha = np.linspace(1, 0, blend_w, dtype=np.float32)[np.newaxis, :, np.newaxis]
|
|
base_overlap = base[y_offset:y_offset + h_strip, -blend_w:].astype(np.float32)
|
|
strip_overlap = strip[:, :blend_w].astype(np.float32)
|
|
blended = (base_overlap * alpha + strip_overlap * (1 - alpha)).astype(np.uint8)
|
|
|
|
# Step 4: Place blend
|
|
result[y_offset:y_offset + h_strip, w_base - blend_w:w_base] = blended
|
|
|
|
return result
|
|
|
|
else: # append_left - place at x_offset, NO width expansion
|
|
# x_offset is where the LEFT edge of the strip should go
|
|
if x_offset is None:
|
|
x_offset = 0
|
|
|
|
# Store ORIGINAL position before alignment (for debug)
|
|
original_x_offset = x_offset
|
|
original_y_offset = y_offset
|
|
|
|
# Apply alignment offsets (continuous correction)
|
|
x_offset = x_offset + int(round(alignment_x))
|
|
y_offset_before = y_offset
|
|
y_offset = y_offset - int(round(alignment_y))
|
|
|
|
self.log(f" Y offset computation: {y_offset_before} - {int(round(alignment_y))} = {y_offset}")
|
|
|
|
# Clamp x_offset to valid range
|
|
x_offset = max(0, min(x_offset, w_base))
|
|
|
|
# Handle strip cropping if y_offset is negative (strip protrudes above frame)
|
|
strip_y_start = 0 # How much to crop from top of strip
|
|
if y_offset < 0:
|
|
strip_y_start = -y_offset # Crop this many rows from top of strip
|
|
y_offset = 0
|
|
self.log(f" Cropping {strip_y_start}px from top of strip")
|
|
|
|
# Handle strip cropping if it protrudes below frame
|
|
strip_y_end = h_strip
|
|
if y_offset + (h_strip - strip_y_start) > h_base:
|
|
strip_y_end = h_strip - ((y_offset + (h_strip - strip_y_start)) - h_base)
|
|
self.log(f" Cropping bottom of strip, new strip_y_end={strip_y_end}")
|
|
|
|
# Get the cropped strip
|
|
if strip_y_start >= strip_y_end:
|
|
self.log(f" WARNING: Strip fully cropped, nothing to place")
|
|
return base.copy()
|
|
|
|
cropped_strip = strip[strip_y_start:strip_y_end, :]
|
|
h_cropped = cropped_strip.shape[0]
|
|
|
|
self.log(f"=== _blend_horizontal_at_y (append_left) ===")
|
|
self.log(f" base: {w_base}x{h_base}, strip: {w_strip}x{h_strip}")
|
|
self.log(f" x_offset: {x_offset}, y_offset: {y_offset}, blend_w: {blend_w}")
|
|
self.log(f" alignment: X={alignment_x:.1f}, Y={alignment_y:.1f}")
|
|
self.log(f" cumulative: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
self.log(f" row_start_y: {self._row_start_y}")
|
|
self.log(f" Strip crop: rows [{strip_y_start}:{strip_y_end}] -> height {h_cropped}")
|
|
self.log(f" ORIGINAL position: X={original_x_offset}, Y={original_y_offset}")
|
|
self.log(f" ADJUSTED position: X={x_offset}, Y={y_offset}")
|
|
|
|
# Result is same size as base (no expansion when going left)
|
|
result = base.copy()
|
|
|
|
# Calculate placement bounds
|
|
strip_x_start = x_offset
|
|
strip_x_end = min(x_offset + w_strip, w_base)
|
|
strip_cols_to_copy = strip_x_end - strip_x_start
|
|
|
|
self.log(f" Placing strip at X={strip_x_start}:{strip_x_end}, Y={y_offset}:{y_offset + h_cropped}")
|
|
self.log(f" Strip cols to copy: {strip_cols_to_copy}")
|
|
|
|
# ========== DEBUG: Draw borders BEFORE placing strip ==========
|
|
# RED border: Where strip WOULD have been placed (original position)
|
|
orig_x_end = min(original_x_offset + w_strip, w_base)
|
|
orig_y_end = min(original_y_offset + h_strip, h_base)
|
|
if original_x_offset >= 0 and original_y_offset >= 0:
|
|
cv2.rectangle(result,
|
|
(original_x_offset, max(0, original_y_offset)),
|
|
(orig_x_end, orig_y_end),
|
|
(0, 0, 255), 3) # RED - original position
|
|
self.log(f" DEBUG: RED border at original position X={original_x_offset}:{orig_x_end}, Y={original_y_offset}:{orig_y_end}")
|
|
|
|
# Step 1: Copy strip content (non-blend portion) at correct position
|
|
# For LEFT scanning, blend is on the RIGHT side of the strip
|
|
non_blend_end = strip_cols_to_copy - blend_w
|
|
if non_blend_end > 0:
|
|
result[y_offset:y_offset + h_cropped, strip_x_start:strip_x_start + non_blend_end] = cropped_strip[:, :non_blend_end]
|
|
self.log(f" Step 1: Placed non-blend at X={strip_x_start}:{strip_x_start + non_blend_end}")
|
|
|
|
# Step 2: Create blend on the RIGHT edge of strip (blending with existing content)
|
|
blend_x_start = strip_x_end - blend_w
|
|
blend_x_end = strip_x_end
|
|
|
|
if blend_w > 0 and blend_x_start >= strip_x_start:
|
|
alpha = np.linspace(1, 0, blend_w, dtype=np.float32)[np.newaxis, :, np.newaxis]
|
|
strip_overlap = cropped_strip[:, -blend_w:].astype(np.float32)
|
|
base_overlap = base[y_offset:y_offset + h_cropped, blend_x_start:blend_x_end].astype(np.float32)
|
|
blended = (strip_overlap * alpha + base_overlap * (1 - alpha)).astype(np.uint8)
|
|
|
|
result[y_offset:y_offset + h_cropped, blend_x_start:blend_x_end] = blended
|
|
self.log(f" Step 2: Blend zone at X={blend_x_start}:{blend_x_end}")
|
|
|
|
# ========== DEBUG: Draw border AFTER placing strip ==========
|
|
# GREEN border: Where strip was ACTUALLY placed (adjusted position)
|
|
cv2.rectangle(result,
|
|
(strip_x_start, y_offset),
|
|
(strip_x_end, y_offset + h_cropped),
|
|
(0, 255, 0), 2) # GREEN - actual position
|
|
self.log(f" DEBUG: GREEN border at actual position X={strip_x_start}:{strip_x_end}, Y={y_offset}:{y_offset + h_cropped}")
|
|
|
|
self.log(f" Final: Strip placed at X={strip_x_start}, Y={y_offset}, mosaic size unchanged: {w_base}x{h_base}")
|
|
return result
|
|
|
|
def _blend_horizontal(self, base: np.ndarray, strip: np.ndarray,
|
|
blend_width: int, append_right: bool) -> np.ndarray:
|
|
if blend_width <= 0 or blend_width >= strip.shape[1]:
|
|
if append_right:
|
|
return np.hstack([base, strip])
|
|
return np.hstack([strip, base])
|
|
|
|
h_base, w_base = base.shape[:2]
|
|
h_strip, w_strip = strip.shape[:2]
|
|
self.log(f"Base Width: {w_base}px")
|
|
|
|
if h_strip != h_base:
|
|
if append_right:
|
|
return np.hstack([base, strip])
|
|
return np.hstack([strip, base])
|
|
|
|
blend_w = min(blend_width, w_strip, w_base)
|
|
|
|
if append_right:
|
|
result_width = w_base + w_strip - blend_w
|
|
result = np.zeros((h_base, result_width, 3), dtype=np.uint8)
|
|
result[:, :w_base] = base
|
|
|
|
alpha = np.linspace(1, 0, blend_w, dtype=np.float32)[np.newaxis, :, np.newaxis]
|
|
base_overlap = base[:, -blend_w:].astype(np.float32)
|
|
strip_overlap = strip[:, :blend_w].astype(np.float32)
|
|
blended = (base_overlap * alpha + strip_overlap * (1 - alpha)).astype(np.uint8)
|
|
|
|
result[:, w_base - blend_w:w_base] = blended
|
|
result[:, w_base:] = strip[:, blend_w:]
|
|
return result
|
|
else:
|
|
result_width = w_base + w_strip - blend_w
|
|
result = np.zeros((h_base, result_width, 3), dtype=np.uint8)
|
|
result[:, :w_strip] = strip
|
|
|
|
alpha = np.linspace(0, 1, blend_w, dtype=np.float32)[np.newaxis, :, np.newaxis]
|
|
strip_overlap = strip[:, -blend_w:].astype(np.float32)
|
|
base_overlap = base[:, :blend_w].astype(np.float32)
|
|
blended = (strip_overlap * (1 - alpha) + base_overlap * alpha).astype(np.uint8)
|
|
|
|
result[:, w_strip - blend_w:w_strip] = blended
|
|
result[:, w_strip:] = base[:, blend_w:]
|
|
return result
|
|
|
|
def _blend_vertical_at_x(self, base: np.ndarray, strip: np.ndarray,
|
|
blend_height: int, append_below: bool,
|
|
x_off: int = 0,
|
|
alignment_x: float = 0.0, alignment_y: float = 0.0) -> np.ndarray:
|
|
h_base, w_base = base.shape[:2]
|
|
h_strip, w_strip = strip.shape[:2]
|
|
|
|
# Apply alignment offset for X position
|
|
x_offset = max(0, w_base - self.state.mosaic_init_width)
|
|
x_offset = x_offset + int(round(alignment_x))
|
|
x_offset = max(0, min(x_offset, w_base - w_strip)) if w_strip < w_base else 0
|
|
|
|
# Create full-width strip with strip placed at x_offset
|
|
full_strip = np.zeros((h_strip, w_base, 3), dtype=np.uint8)
|
|
available_width = w_base - x_offset
|
|
copy_width = min(w_strip, available_width)
|
|
full_strip[:, x_offset:x_offset + copy_width] = strip[:, :copy_width]
|
|
|
|
self.log(f"=== _blend_vertical_at_x ===")
|
|
self.log(f" base: {w_base}x{h_base}, strip: {w_strip}x{h_strip}")
|
|
self.log(f" x_offset: {x_offset}, alignment: X={alignment_x:.1f}, Y={alignment_y:.1f}")
|
|
|
|
# Early exit: no blending possible
|
|
if blend_height <= 0 or blend_height >= h_strip:
|
|
if append_below:
|
|
return np.vstack([base, full_strip])
|
|
return np.vstack([full_strip, base])
|
|
|
|
blend_h = min(blend_height, h_strip, h_base)
|
|
|
|
if append_below:
|
|
result_height = h_base + h_strip - blend_h
|
|
result = np.zeros((result_height, w_base, 3), dtype=np.uint8)
|
|
result[:h_base, :] = base
|
|
|
|
alpha = np.linspace(1, 0, blend_h, dtype=np.float32)[:, np.newaxis, np.newaxis]
|
|
base_overlap = base[-blend_h:, :].astype(np.float32)
|
|
strip_overlap = full_strip[:blend_h, :].astype(np.float32)
|
|
blended = (base_overlap * alpha + strip_overlap * (1 - alpha)).astype(np.uint8)
|
|
|
|
result[h_base - blend_h:h_base, :] = blended
|
|
result[h_base:, :] = full_strip[blend_h:, :]
|
|
return result
|
|
else:
|
|
result_height = h_base + h_strip - blend_h
|
|
result = np.zeros((result_height, w_base, 3), dtype=np.uint8)
|
|
result[:h_strip, :] = full_strip
|
|
|
|
alpha = np.linspace(0, 1, blend_h, dtype=np.float32)[:, np.newaxis, np.newaxis]
|
|
strip_overlap = full_strip[-blend_h:, :].astype(np.float32)
|
|
base_overlap = base[:blend_h, :].astype(np.float32)
|
|
blended = (strip_overlap * (1 - alpha) + base_overlap * alpha).astype(np.uint8)
|
|
|
|
result[h_strip - blend_h:h_strip, :] = blended
|
|
result[h_strip:, :] = base[blend_h:, :]
|
|
return result
|
|
|
|
def _blend_vertical(self, base: np.ndarray, strip: np.ndarray,
|
|
blend_height: int, append_below: bool) -> np.ndarray:
|
|
mh, mw = base.shape[:2]
|
|
sh, sw = strip.shape[:2]
|
|
|
|
# Match widths
|
|
if sw > mw:
|
|
strip = strip[:, :mw]
|
|
elif sw < mw:
|
|
pad = np.zeros((sh, mw - sw, 3), dtype=np.uint8)
|
|
strip = np.hstack([strip, pad])
|
|
|
|
blend_h = min(blend_height, sh, mh)
|
|
|
|
if blend_h <= 0:
|
|
if append_below:
|
|
return np.vstack([base, strip])
|
|
return np.vstack([strip, base])
|
|
|
|
if append_below:
|
|
alpha = np.linspace(1, 0, blend_h, dtype=np.float32)[:, np.newaxis, np.newaxis]
|
|
base_overlap = base[-blend_h:].astype(np.float32)
|
|
strip_overlap = strip[:blend_h].astype(np.float32)
|
|
blended = (base_overlap * alpha + strip_overlap * (1 - alpha)).astype(np.uint8)
|
|
|
|
result_h = mh + sh - blend_h
|
|
result = np.zeros((result_h, mw, 3), dtype=np.uint8)
|
|
result[:mh - blend_h] = base[:-blend_h]
|
|
result[mh - blend_h:mh] = blended
|
|
result[mh:] = strip[blend_h:]
|
|
return result
|
|
else:
|
|
alpha = np.linspace(0, 1, blend_h, dtype=np.float32)[:, np.newaxis, np.newaxis]
|
|
strip_overlap = strip[-blend_h:].astype(np.float32)
|
|
base_overlap = base[:blend_h].astype(np.float32)
|
|
blended = (strip_overlap * (1 - alpha) + base_overlap * alpha).astype(np.uint8)
|
|
|
|
result_h = mh + sh - blend_h
|
|
result = np.zeros((result_h, mw, 3), dtype=np.uint8)
|
|
result[:sh - blend_h] = strip[:-blend_h]
|
|
result[sh - blend_h:sh] = blended
|
|
result[sh:] = base[blend_h:]
|
|
return result
|
|
|
|
def _append_strip(self, frame: np.ndarray, direction: ScanDirection):
|
|
"""Append strip to mosaic based on accumulated displacement with continuous alignment."""
|
|
BLEND_WIDTH = 10
|
|
SAFETY_MARGIN = 2
|
|
|
|
with self._mosaic_lock:
|
|
if self.mosaic is None:
|
|
return
|
|
|
|
h, w = frame.shape[:2]
|
|
mh, mw = self.mosaic.shape[:2]
|
|
|
|
dx = abs(self._displacement_since_append_x)
|
|
dy = abs(self._displacement_since_append_y)
|
|
|
|
# Calculate expected position for alignment detection
|
|
# Use _row_start_y for the Y position since that's where this row's content belongs
|
|
expected_x = int(self.state.current_x + self._cumulative_align_x)
|
|
expected_y = int(self._row_start_y + self._cumulative_align_y)
|
|
|
|
# Detect alignment for this strip
|
|
alignment = self._detect_strip_alignment(frame, direction, expected_x, expected_y)
|
|
|
|
if alignment.valid:
|
|
# Update cumulative alignment
|
|
self._cumulative_align_x += alignment.x_offset
|
|
self._cumulative_align_y += alignment.y_offset
|
|
self._last_strip_alignment = alignment
|
|
|
|
# Get total alignment offsets
|
|
align_x = self._cumulative_align_x
|
|
align_y = self._cumulative_align_y
|
|
|
|
if direction in [ScanDirection.RIGHT, ScanDirection.LEFT]:
|
|
append_width = round(dx) + SAFETY_MARGIN
|
|
append_width = min(append_width, w - BLEND_WIDTH - 5)
|
|
|
|
if append_width < 1:
|
|
return
|
|
|
|
pixels_consumed = append_width - SAFETY_MARGIN
|
|
fractional_remainder = dx - pixels_consumed
|
|
|
|
# Use _row_start_y for Y position - this is the Y position in the mosaic
|
|
# where the current row's content belongs
|
|
y_offset = self._row_start_y
|
|
|
|
if direction == ScanDirection.RIGHT:
|
|
strip_start = max(0, w - append_width - BLEND_WIDTH)
|
|
new_strip = frame[:, strip_start:]
|
|
self.mosaic = self._blend_horizontal_at_y(
|
|
self.mosaic, new_strip, BLEND_WIDTH, append_right=True,
|
|
x_offset=int(self.state.current_x), y_offset=y_offset,
|
|
alignment_x=align_x, alignment_y=align_y)
|
|
else:
|
|
strip_end = min(w, append_width + BLEND_WIDTH)
|
|
new_strip = frame[:, :strip_end]
|
|
self.mosaic = self._blend_horizontal_at_y(
|
|
self.mosaic, new_strip, BLEND_WIDTH, append_right=False,
|
|
x_offset=int(self.state.current_x), y_offset=y_offset,
|
|
alignment_x=align_x, alignment_y=align_y)
|
|
|
|
self._displacement_since_append_x = fractional_remainder
|
|
self._displacement_since_append_y = 0.0
|
|
|
|
elif direction in [ScanDirection.DOWN, ScanDirection.UP]:
|
|
append_height = round(dy) + SAFETY_MARGIN
|
|
append_height = min(append_height, h - BLEND_WIDTH - 5)
|
|
|
|
if append_height < 1:
|
|
return
|
|
|
|
pixels_consumed = append_height - SAFETY_MARGIN
|
|
fractional_remainder = dy - pixels_consumed
|
|
|
|
if direction == ScanDirection.DOWN:
|
|
strip_end = min(h, append_height + BLEND_WIDTH)
|
|
new_strip = frame[:strip_end, :]
|
|
self.mosaic = self._blend_vertical_at_x(
|
|
self.mosaic, new_strip, BLEND_WIDTH, append_below=False,
|
|
x_off=int(self.state.current_x),
|
|
alignment_x=align_x, alignment_y=align_y)
|
|
else:
|
|
strip_start = max(0, h - append_height - BLEND_WIDTH)
|
|
new_strip = frame[strip_start:, :]
|
|
self.mosaic = self._blend_vertical_at_x(
|
|
self.mosaic, new_strip, BLEND_WIDTH, append_below=True,
|
|
x_off=int(self.state.current_x),
|
|
alignment_x=align_x, alignment_y=align_y)
|
|
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = fractional_remainder
|
|
|
|
new_mh, new_mw = self.mosaic.shape[:2]
|
|
|
|
with self._state_lock:
|
|
self.state.mosaic_width = new_mw
|
|
self.state.mosaic_height = new_mh
|
|
self.state.append_count += 1
|
|
|
|
if self.on_mosaic_updated:
|
|
self.on_mosaic_updated()
|
|
|
|
# =========================================================================
|
|
# Scan Control
|
|
# =========================================================================
|
|
|
|
def start(self) -> bool:
|
|
if self.running:
|
|
self.log("Already running")
|
|
return False
|
|
|
|
self.running = True
|
|
self.paused = False
|
|
|
|
with self._state_lock:
|
|
self.state = StitchState()
|
|
self.state.is_scanning = True
|
|
|
|
with self._mosaic_lock:
|
|
self.mosaic = None
|
|
|
|
self._prev_frame = None
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = 0.0
|
|
|
|
# Reset cumulative alignment
|
|
self._cumulative_align_x = 0.0
|
|
self._cumulative_align_y = 0.0
|
|
self._last_strip_alignment = AlignmentOffset()
|
|
|
|
# Reset row start Y position
|
|
self._row_start_y = 0
|
|
|
|
self._thread = threading.Thread(target=self._scan_loop, daemon=True)
|
|
self._thread.start()
|
|
|
|
self.log("Stitching scan started")
|
|
return True
|
|
|
|
def stop(self):
|
|
self.running = False
|
|
self.paused = False
|
|
self.motion.stop_all()
|
|
|
|
with self._state_lock:
|
|
self.state.is_scanning = False
|
|
|
|
self.log("Scan stopped")
|
|
|
|
def pause(self):
|
|
if self.running and not self.paused:
|
|
self.paused = True
|
|
self.motion.stop_all()
|
|
self.log("Scan paused")
|
|
|
|
def resume(self):
|
|
if self.running and self.paused:
|
|
self.paused = False
|
|
self.log("Scan resumed")
|
|
|
|
# =========================================================================
|
|
# Scanning Logic
|
|
# =========================================================================
|
|
|
|
def _scan_loop(self):
|
|
try:
|
|
self.log("Starting scan loop")
|
|
self.log(f"Max dimensions: {self.config.max_mosaic_width}x{self.config.max_mosaic_height}")
|
|
|
|
self.motion.set_speed(self.config.scan_speed_index)
|
|
time.sleep(0.1)
|
|
|
|
frame = self._capture_frame()
|
|
self._init_mosaic(frame)
|
|
|
|
row = 0
|
|
while self.running:
|
|
with self._state_lock:
|
|
self.state.current_row = row
|
|
self.state.total_rows = row + 1
|
|
|
|
self.log(f"=== Row {row + 1} ===")
|
|
self.log(f"Row start Y position: {self._row_start_y}")
|
|
self.log(f"Row start X position: {self.state.current_x}")
|
|
self.log(f"Cumulative alignment at row start: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
|
|
# Serpentine: even rows right, odd rows left
|
|
h_direction = ScanDirection.RIGHT if row % 2 == 0 else ScanDirection.LEFT
|
|
|
|
# For rows > 0, detect alignment against both edges before scanning
|
|
if row > 0:
|
|
frame = self._capture_frame()
|
|
row_alignment = self._detect_row_start_alignment(frame, h_direction)
|
|
|
|
if row_alignment.valid:
|
|
self.log(f"Applying row-start alignment: X={row_alignment.x_offset:.1f}, Y={row_alignment.y_offset:.1f}")
|
|
self._cumulative_align_x += row_alignment.x_offset
|
|
self._cumulative_align_y += row_alignment.y_offset
|
|
self.log(f"New cumulative alignment: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
|
|
stop_reason = self._scan_direction(h_direction)
|
|
|
|
if not self.running:
|
|
break
|
|
|
|
# Check max height
|
|
if self.state.mosaic_height >= self.config.max_mosaic_height:
|
|
self.log(f"Max height reached ({self.state.mosaic_height}px)")
|
|
break
|
|
|
|
# Move to next row using same stitching approach
|
|
if not self._move_to_next_row():
|
|
self.log("Failed to move to next row")
|
|
break
|
|
|
|
row += 1
|
|
|
|
self.log(f"Scan complete! Final: {self.state.mosaic_width}x{self.state.mosaic_height}")
|
|
self.log(f"Final cumulative alignment: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
|
|
except Exception as e:
|
|
self.log(f"Scan error: {e}")
|
|
import traceback
|
|
traceback.print_exc()
|
|
finally:
|
|
self.running = False
|
|
self.motion.stop_all()
|
|
with self._state_lock:
|
|
self.state.is_scanning = False
|
|
|
|
def _scan_direction(self, direction: ScanDirection) -> str:
|
|
"""Scan in a direction until edge or max dimension reached."""
|
|
self.log(f"Scanning {direction.value}...")
|
|
|
|
with self._state_lock:
|
|
self.state.direction = direction.value
|
|
|
|
frame = self._capture_frame()
|
|
h, w = frame.shape[:2]
|
|
total_x = 0
|
|
|
|
# Setup based on direction
|
|
if direction in [ScanDirection.RIGHT, ScanDirection.LEFT]:
|
|
threshold_pixels = w * self.config.displacement_threshold
|
|
max_dim = self.config.max_mosaic_width
|
|
current_dim = lambda: self.state.mosaic_width
|
|
start_cmd = 'E' if direction == ScanDirection.RIGHT else 'W'
|
|
stop_cmd = 'e' if direction == ScanDirection.RIGHT else 'w'
|
|
else:
|
|
threshold_pixels = h * self.config.displacement_threshold
|
|
max_dim = self.config.max_mosaic_height
|
|
current_dim = lambda: self.state.mosaic_height
|
|
start_cmd = 'S' if direction == ScanDirection.DOWN else 'N'
|
|
stop_cmd = 's' if direction == ScanDirection.DOWN else 'n'
|
|
|
|
self._prev_frame = frame.copy()
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = 0.0
|
|
|
|
start_time = time.time()
|
|
no_movement_count = 0
|
|
max_no_movement = 50
|
|
stop_reason = 'stopped'
|
|
self.log(f"Scanning 2..")
|
|
while self.running and not self.paused:
|
|
if time.time() - start_time > self.config.max_scan_time:
|
|
self.log("Scan timeout")
|
|
stop_reason = 'timeout'
|
|
break
|
|
|
|
if current_dim() >= max_dim and direction == ScanDirection.RIGHT:
|
|
self.log(f"Max dimension reached ({current_dim()}px)")
|
|
stop_reason = 'max_dim'
|
|
break
|
|
|
|
# For LEFT scan: stop when we've reached the left edge (current_x <= 0)
|
|
if self.state.current_x <= 0 and direction == ScanDirection.LEFT:
|
|
self.log(f"Reached left edge (current_x={self.state.current_x:.1f})")
|
|
stop_reason = 'edge'
|
|
break
|
|
|
|
if abs(self.state.current_x) >= self.config.max_mosaic_width and direction == ScanDirection.RIGHT:
|
|
self.log(f"Max dimension reached ({self.config.max_mosaic_width}px)")
|
|
self.log(f"Current X offset ({self.state.current_x}px)")
|
|
stop_reason = 'max_dim'
|
|
break
|
|
|
|
# Pulse motor
|
|
self.motion.send_command(start_cmd)
|
|
time.sleep(self.config.movement_interval)
|
|
self.motion.send_command(stop_cmd)
|
|
|
|
time.sleep(self.config.frame_interval)
|
|
|
|
curr_frame = self._capture_frame()
|
|
dx, dy = self._detect_displacement_robust(self._prev_frame, curr_frame)
|
|
|
|
self.log(f"Scanning dx{dx} dy{dy}..")
|
|
self._displacement_since_append_x += dx
|
|
self._displacement_since_append_y += dy
|
|
total_x += dx
|
|
with self._state_lock:
|
|
self.state.current_x += dx
|
|
|
|
with self._state_lock:
|
|
self.state.cumulative_x = self._displacement_since_append_x
|
|
self.state.cumulative_y = self._displacement_since_append_y
|
|
self.state.last_displacement = (dx, dy)
|
|
self.state.frame_count += 1
|
|
|
|
# Edge detection
|
|
movement = abs(dx) if direction in [ScanDirection.RIGHT, ScanDirection.LEFT] else abs(dy)
|
|
|
|
self.log(f"Scanning movement{movement}..")
|
|
if movement < 1.0:
|
|
no_movement_count += 1
|
|
if no_movement_count >= max_no_movement:
|
|
self.log(f"Edge detected (no movement)")
|
|
stop_reason = 'edge'
|
|
break
|
|
else:
|
|
no_movement_count = 0
|
|
|
|
# Append when threshold reached (with continuous alignment)
|
|
disp = abs(self._displacement_since_append_x) if direction in [ScanDirection.RIGHT, ScanDirection.LEFT] else abs(self._displacement_since_append_y)
|
|
|
|
self.log(f"Scanning disp{disp}..")
|
|
if disp >= threshold_pixels:
|
|
self.log(f"Scanning threshold_pixels..")
|
|
self._append_strip(curr_frame, direction)
|
|
self.log(f"Appended {disp:.1f}px, mosaic: {self.state.mosaic_width}x{self.state.mosaic_height}, align: ({self._cumulative_align_x:.1f}, {self._cumulative_align_y:.1f})")
|
|
|
|
self._prev_frame = curr_frame.copy()
|
|
|
|
if self.on_progress:
|
|
self.on_progress(self.state.append_count, 0)
|
|
|
|
self.motion.send_command(stop_cmd)
|
|
time.sleep(self.config.settle_time)
|
|
self.log(f"Direction finished: {stop_reason}")
|
|
return stop_reason
|
|
|
|
def _move_to_next_row(self) -> bool:
|
|
"""
|
|
Move down to next row using displacement-based stitching.
|
|
Same approach as horizontal scanning with continuous alignment.
|
|
"""
|
|
self.log("Moving to next row...")
|
|
self.log(f"Alignment before row transition: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
|
|
frame = self._capture_frame()
|
|
h, w = frame.shape[:2]
|
|
|
|
# Record mosaic height before transition - needed to calculate new row Y position
|
|
mosaic_height_before = self.state.mosaic_height
|
|
|
|
# Target: move (1 - overlap) * frame_height
|
|
target_displacement = h * (1 - self.config.row_overlap)
|
|
threshold_pixels = h * self.config.displacement_threshold
|
|
|
|
self.log(f"Target Y: {target_displacement:.0f}px, threshold: {threshold_pixels:.0f}px")
|
|
self.log(f"Mosaic height before row transition: {mosaic_height_before}")
|
|
|
|
with self._state_lock:
|
|
self.state.direction = 'down'
|
|
self.state.cumulative_y = 0.0
|
|
|
|
self._prev_frame = frame.copy()
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = 0.0
|
|
|
|
total_y = 0.0
|
|
no_movement_count = 0
|
|
max_no_movement = 30
|
|
|
|
# Start moving South
|
|
self.motion.send_command('S')
|
|
|
|
try:
|
|
while self.running:
|
|
self.motion.send_command('S')
|
|
time.sleep(self.config.movement_interval)
|
|
self.motion.send_command('s')
|
|
time.sleep(self.config.frame_interval)
|
|
|
|
curr_frame = self._capture_frame()
|
|
dx, dy = self._detect_displacement_robust(self._prev_frame, curr_frame)
|
|
|
|
self._displacement_since_append_y += dy
|
|
total_y += dy
|
|
with self._state_lock:
|
|
self.state.current_y += dy
|
|
|
|
with self._state_lock:
|
|
self.state.cumulative_y = total_y
|
|
self.state.last_displacement = (dx, dy)
|
|
|
|
# Edge detection
|
|
if abs(dy) < 1.0:
|
|
no_movement_count += 1
|
|
if no_movement_count >= max_no_movement:
|
|
self.log("Edge detected during row transition")
|
|
self.motion.send_command('s')
|
|
time.sleep(self.config.settle_time)
|
|
return False
|
|
else:
|
|
no_movement_count = 0
|
|
|
|
# Append strip when threshold reached (with continuous alignment)
|
|
if abs(self._displacement_since_append_y) >= threshold_pixels:
|
|
self._append_strip(curr_frame, ScanDirection.DOWN)
|
|
self.log(f" Row transition: appended, total Y: {abs(total_y):.1f}px, align: ({self._cumulative_align_x:.1f}, {self._cumulative_align_y:.1f})")
|
|
|
|
# Done when we've moved enough
|
|
if abs(total_y) >= target_displacement:
|
|
self.log(f"Row transition complete: {abs(total_y):.1f}px")
|
|
self.log(f"Alignment after row transition: X={self._cumulative_align_x:.1f}, Y={self._cumulative_align_y:.1f}")
|
|
|
|
# Calculate the Y position in the mosaic where the new row should be placed
|
|
# After prepending, the layout is:
|
|
# Y=0 to Y=transition_height: transition strips
|
|
# Y=transition_height to Y=mh: old row 1 (shifted down)
|
|
#
|
|
# Row 2 should be placed so its BOTTOM overlaps with row 1's TOP
|
|
# transition_height = mh - fh (height added during transition)
|
|
# overlap_pixels = h * row_overlap
|
|
#
|
|
# Row 2 Y position: transition_height - fh + overlap_pixels
|
|
# This puts row 2's bottom at: (transition_height - fh + overlap) + fh = transition_height + overlap
|
|
# Which overlaps with row 1's top at Y=transition_height
|
|
|
|
overlap_pixels = int(h * self.config.row_overlap)
|
|
transition_height = self.state.mosaic_height - h
|
|
self._row_start_y = max(0, transition_height - h + overlap_pixels)
|
|
|
|
# Calculate the X position where transition strips were placed
|
|
x_offset = max(0, self.state.mosaic_width - self.state.mosaic_init_width)
|
|
|
|
self.log(f"New row Y position: {self._row_start_y} (transition_height={transition_height}, overlap={overlap_pixels})")
|
|
self.log(f"New row X position: {x_offset} (transition strip location)")
|
|
|
|
with self._state_lock:
|
|
self.state.current_y = 0
|
|
# Set current_x to the x_offset where transition strips are
|
|
self.state.current_x = x_offset
|
|
|
|
self.motion.send_command('s')
|
|
time.sleep(self.config.settle_time)
|
|
|
|
# Reset for next horizontal row
|
|
frame = self._capture_frame()
|
|
self._prev_frame = frame.copy()
|
|
self._displacement_since_append_x = 0.0
|
|
self._displacement_since_append_y = 0.0
|
|
return True
|
|
|
|
self._prev_frame = curr_frame.copy()
|
|
|
|
except Exception as e:
|
|
self.log(f"Row transition error: {e}")
|
|
self.motion.send_command('s')
|
|
return False
|
|
|
|
self.motion.send_command('s')
|
|
time.sleep(self.config.settle_time)
|
|
return False
|
|
|
|
def _capture_frame(self) -> np.ndarray:
|
|
frame = self.camera.capture_frame()
|
|
frame = cv2.rotate(frame, cv2.ROTATE_90_CLOCKWISE)
|
|
return frame
|
|
|
|
# =========================================================================
|
|
# Getters
|
|
# =========================================================================
|
|
|
|
def get_state(self) -> StitchState:
|
|
with self._state_lock:
|
|
return StitchState(
|
|
is_scanning=self.state.is_scanning,
|
|
direction=self.state.direction,
|
|
cumulative_x=self.state.cumulative_x,
|
|
cumulative_y=self.state.cumulative_y,
|
|
last_displacement=self.state.last_displacement,
|
|
current_row=self.state.current_row,
|
|
total_rows=self.state.total_rows,
|
|
mosaic_width=self.state.mosaic_width,
|
|
mosaic_height=self.state.mosaic_height,
|
|
frame_count=self.state.frame_count,
|
|
append_count=self.state.append_count
|
|
)
|
|
|
|
def get_alignment_state(self) -> dict:
|
|
"""Get current alignment correction state."""
|
|
return {
|
|
'cumulative_x': self._cumulative_align_x,
|
|
'cumulative_y': self._cumulative_align_y,
|
|
'row_start_y': self._row_start_y,
|
|
'last_alignment': {
|
|
'x': self._last_strip_alignment.x_offset,
|
|
'y': self._last_strip_alignment.y_offset,
|
|
'confidence': self._last_strip_alignment.confidence,
|
|
'valid': self._last_strip_alignment.valid
|
|
}
|
|
}
|
|
|
|
def get_mosaic(self) -> Optional[np.ndarray]:
|
|
with self._mosaic_lock:
|
|
if self.mosaic is not None:
|
|
return self.mosaic.copy()
|
|
return None
|
|
|
|
def get_mosaic_preview(self, max_size: int = 600) -> Optional[np.ndarray]:
|
|
with self._mosaic_lock:
|
|
if self.mosaic is None:
|
|
return None
|
|
|
|
h, w = self.mosaic.shape[:2]
|
|
scale = min(max_size / w, max_size / h, 1.0)
|
|
|
|
if scale < 1.0:
|
|
new_w = int(w * scale)
|
|
new_h = int(h * scale)
|
|
return cv2.resize(self.mosaic, (new_w, new_h))
|
|
|
|
return self.mosaic.copy()
|
|
|
|
def save_mosaic(self, filepath: str) -> bool:
|
|
with self._mosaic_lock:
|
|
if self.mosaic is None:
|
|
return False
|
|
cv2.imwrite(filepath, self.mosaic)
|
|
self.log(f"Saved mosaic to {filepath}")
|
|
return True
|
|
|
|
# =========================================================================
|
|
# Testing
|
|
# =========================================================================
|
|
|
|
def test_displacement(self, num_frames: int = 10) -> dict:
|
|
results = {'frames': [], 'total_dx': 0.0, 'total_dy': 0.0}
|
|
prev_frame = self._capture_frame()
|
|
|
|
for i in range(num_frames):
|
|
time.sleep(0.1)
|
|
curr_frame = self._capture_frame()
|
|
dx, dy = self._detect_displacement(prev_frame, curr_frame)
|
|
results['frames'].append({'frame': i, 'dx': dx, 'dy': dy})
|
|
results['total_dx'] += dx
|
|
results['total_dy'] += dy
|
|
prev_frame = curr_frame
|
|
|
|
return results
|
|
|
|
def test_row_start_alignment(self, direction: str = 'left') -> dict:
|
|
"""Test row-start alignment detection."""
|
|
results = {
|
|
'success': False,
|
|
'x_offset': 0.0,
|
|
'y_offset': 0.0,
|
|
'confidence': 0.0,
|
|
'error': None
|
|
}
|
|
|
|
try:
|
|
self.log("Testing row-start alignment detection...")
|
|
|
|
if self.mosaic is None:
|
|
self.log("No mosaic - initializing...")
|
|
frame = self._capture_frame()
|
|
self._init_mosaic(frame)
|
|
|
|
frame = self._capture_frame()
|
|
scan_dir = ScanDirection.LEFT if direction == 'left' else ScanDirection.RIGHT
|
|
|
|
alignment = self._detect_row_start_alignment(frame, scan_dir)
|
|
|
|
results['success'] = alignment.valid
|
|
results['x_offset'] = alignment.x_offset
|
|
results['y_offset'] = alignment.y_offset
|
|
results['confidence'] = alignment.confidence
|
|
|
|
self.log(f"Row-start alignment: valid={alignment.valid}, X={alignment.x_offset:.1f}, Y={alignment.y_offset:.1f}, conf={alignment.confidence:.3f}")
|
|
|
|
except Exception as e:
|
|
results['error'] = str(e)
|
|
self.log(f"Test error: {e}")
|
|
|
|
return results
|
|
|
|
def test_row_transition(self) -> dict:
|
|
"""Test row transition using displacement stitching."""
|
|
results = {
|
|
'success': False,
|
|
'y_moved': 0.0,
|
|
'mosaic_before': (0, 0),
|
|
'mosaic_after': (0, 0),
|
|
'alignment_before': (0.0, 0.0),
|
|
'alignment_after': (0.0, 0.0),
|
|
'error': None
|
|
}
|
|
|
|
try:
|
|
self.log("Testing row transition...")
|
|
|
|
if self.mosaic is None:
|
|
frame = self._capture_frame()
|
|
self._init_mosaic(frame)
|
|
|
|
results['mosaic_before'] = (self.state.mosaic_width, self.state.mosaic_height)
|
|
results['alignment_before'] = (self._cumulative_align_x, self._cumulative_align_y)
|
|
|
|
with self._state_lock:
|
|
self.state.cumulative_y = 0.0
|
|
|
|
self.running = True
|
|
success = self._move_to_next_row()
|
|
self.running = False
|
|
|
|
results['success'] = success
|
|
results['y_moved'] = self.state.cumulative_y
|
|
results['mosaic_after'] = (self.state.mosaic_width, self.state.mosaic_height)
|
|
results['alignment_after'] = (self._cumulative_align_x, self._cumulative_align_y)
|
|
|
|
self.log(f"Row transition: {'SUCCESS' if success else 'FAILED'}, Y: {results['y_moved']:.1f}px")
|
|
self.log(f"Alignment change: ({results['alignment_before'][0]:.1f}, {results['alignment_before'][1]:.1f}) -> ({results['alignment_after'][0]:.1f}, {results['alignment_after'][1]:.1f})")
|
|
|
|
except Exception as e:
|
|
results['error'] = str(e)
|
|
self.log(f"Test error: {e}")
|
|
self.running = False
|
|
|
|
return results
|
|
|
|
def test_single_row(self, direction: str = 'right') -> dict:
|
|
"""Test scanning a single row."""
|
|
results = {
|
|
'success': False,
|
|
'stop_reason': None,
|
|
'appends': 0,
|
|
'mosaic_before': (0, 0),
|
|
'mosaic_after': (0, 0),
|
|
'alignment_before': (0.0, 0.0),
|
|
'alignment_after': (0.0, 0.0),
|
|
'error': None
|
|
}
|
|
|
|
try:
|
|
self.log(f"Testing single row ({direction})...")
|
|
|
|
if self.mosaic is None:
|
|
frame = self._capture_frame()
|
|
self._init_mosaic(frame)
|
|
|
|
results['mosaic_before'] = (self.state.mosaic_width, self.state.mosaic_height)
|
|
results['alignment_before'] = (self._cumulative_align_x, self._cumulative_align_y)
|
|
appends_before = self.state.append_count
|
|
|
|
self.motion.set_speed(self.config.scan_speed_index)
|
|
time.sleep(0.1)
|
|
|
|
self.running = True
|
|
scan_dir = ScanDirection.RIGHT if direction == 'right' else ScanDirection.LEFT
|
|
stop_reason = self._scan_direction(scan_dir)
|
|
self.running = False
|
|
|
|
results['success'] = True
|
|
results['stop_reason'] = stop_reason
|
|
results['appends'] = self.state.append_count - appends_before
|
|
results['mosaic_after'] = (self.state.mosaic_width, self.state.mosaic_height)
|
|
results['alignment_after'] = (self._cumulative_align_x, self._cumulative_align_y)
|
|
|
|
self.log(f"Alignment change: ({results['alignment_before'][0]:.1f}, {results['alignment_before'][1]:.1f}) -> ({results['alignment_after'][0]:.1f}, {results['alignment_after'][1]:.1f})")
|
|
|
|
except Exception as e:
|
|
results['error'] = str(e)
|
|
self.running = False
|
|
|
|
return results
|
|
|
|
def test_strip_alignment(self) -> dict:
|
|
"""Test strip alignment detection at current position."""
|
|
results = {
|
|
'success': False,
|
|
'x_offset': 0.0,
|
|
'y_offset': 0.0,
|
|
'confidence': 0.0,
|
|
'error': None
|
|
}
|
|
|
|
try:
|
|
self.log("Testing strip alignment detection...")
|
|
|
|
if self.mosaic is None:
|
|
self.log("No mosaic - initializing...")
|
|
frame = self._capture_frame()
|
|
self._init_mosaic(frame)
|
|
|
|
frame = self._capture_frame()
|
|
expected_x = int(self.state.current_x + self._cumulative_align_x)
|
|
expected_y = int(self._row_start_y + self._cumulative_align_y)
|
|
|
|
# Test for both directions
|
|
for direction in [ScanDirection.RIGHT, ScanDirection.LEFT]:
|
|
alignment = self._detect_strip_alignment(frame, direction, expected_x, expected_y)
|
|
self.log(f" {direction.value}: valid={alignment.valid}, X={alignment.x_offset:.1f}, Y={alignment.y_offset:.1f}, conf={alignment.confidence:.3f}")
|
|
|
|
# Return RIGHT direction result
|
|
alignment = self._detect_strip_alignment(frame, ScanDirection.RIGHT, expected_x, expected_y)
|
|
results['success'] = alignment.valid
|
|
results['x_offset'] = alignment.x_offset
|
|
results['y_offset'] = alignment.y_offset
|
|
results['confidence'] = alignment.confidence
|
|
|
|
except Exception as e:
|
|
results['error'] = str(e)
|
|
self.log(f"Test error: {e}")
|
|
|
|
return results
|
|
|
|
def reset_alignment(self):
|
|
"""Reset cumulative alignment to zero."""
|
|
self._cumulative_align_x = 0.0
|
|
self._cumulative_align_y = 0.0
|
|
self._last_strip_alignment = AlignmentOffset()
|
|
self.log("Alignment reset to (0, 0)")
|
|
|
|
def get_memory_estimate(self) -> dict:
|
|
current_bytes = self.mosaic.nbytes if self.mosaic is not None else 0
|
|
max_bytes = self.config.max_mosaic_width * self.config.max_mosaic_height * 3
|
|
|
|
return {
|
|
'current_size': (self.state.mosaic_width, self.state.mosaic_height),
|
|
'current_mb': current_bytes / (1024 * 1024),
|
|
'max_size': (self.config.max_mosaic_width, self.config.max_mosaic_height),
|
|
'max_mb': max_bytes / (1024 * 1024),
|
|
} |