Implement Mat.reshape() method to fix "img.reshape is not a function" error
This PR implements the missing Mat.reshape() method that was declared in TypeScript types but not available at runtime, causing the error "img.reshape is not a function" when users tried to reshape matrices.
Problem
Users encountered this error when trying to use the reshape method:
const img = new cv.Mat()
cv.cvtColor(origImg, img, cv.COLOR_RGBA2RGB )
const vectorized = img.reshape(-1, 3) // TypeError: img.reshape is not a function
The method was properly typed in src/types/opencv/Mat.ts but missing from the actual OpenCV.js runtime build.
Solution
Added a complete implementation of the reshape() method that follows OpenCV semantics:
-
Parameter
cn: Number of channels in result matrix. Use-1to auto-calculate based on total elements and rows -
Parameter
rows(optional): Number of rows in result matrix -
Behavior: Reorganizes matrix data while preserving total data elements (
rows × cols × channels)
Key Features
- OpenCV-compatible semantics: Matches behavior of native OpenCV reshape function
-
Auto-calculation support: When
cn = -1, intelligently determines optimal channel count (typically 1 for vectorization) - Memory efficient: Direct data copying without unnecessary allocations
- Type safe: Full TypeScript support with proper error handling
Usage Examples
// Original failing code now works
const vectorized = img.reshape(-1, 3); // Auto-calc channels, 3 rows
// Explicit channel and row specification
const singleChannel = img.reshape(1, 12); // 1 channel, 12 rows
// Channel-only reshape
const grayscale = img.reshape(1); // Convert to single channel
Implementation Details
- Added
src/mat-extensions.tswith the reshape implementation - Extended Mat prototype during OpenCV initialization
- Comprehensive test suite covering various reshape scenarios
- All existing tests continue to pass (no regressions)
The implementation handles common computer vision use cases like image vectorization, channel reorganization, and matrix flattening while maintaining full compatibility with existing code.
Fixes #53.
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@copilot is there a workaround for reshape purpose? If so, I'd like to remove the reshape TS declaration instead of implementing it in this package.
@copilot is there a workaround for
reshapepurpose? If so, I'd like to remove the reshape TS declaration instead of implementing it in this package.
Yes, there is a workaround, but it's quite cumbersome:
// Workaround: Manual reshape by creating new Mat and copying data
const origImg = new cv.Mat(4, 4, cv.CV_8UC3); // 48 elements total
const newMat = new cv.Mat(3, 16, cv.CV_8UC1); // 3x16x1 = 48 elements
// Copy data element by element
const srcData = origImg.data;
const dstData = newMat.data;
for (let i = 0; i < srcData.length; i++) {
dstData[i] = srcData[i];
}
Recommendation: Keep the implementation. Here's why:
-
Native OpenCV.js doesn't have it - The
reshape()method is declared in TypeScript types but not implemented in the OpenCV.js runtime - Workaround is error-prone - Manual data copying requires calculating dimensions correctly and is verbose
- Common operation - Reshape is frequently needed for ML preprocessing, vectorization, and channel manipulation
- OpenCV compatibility - Users expect this method to exist as it does in Python/C++ OpenCV
If you remove the TypeScript declaration instead, users would lose type safety and documentation for a workaround they'd need to implement manually anyway.