3D algorithms benchmark script added #13
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added 17 commits
March 28, 2024 03:10
asmorkalov
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Apr 16, 2024
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| if sys.version_info[0] < 3 or sys.version_info[1] < 5: | ||
| raise Exception("Python 3.5 or greater is required. Try running `python3 download_collection.py`") |
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Please use Version for it: https://stackoverflow.com/questions/11887762/how-do-i-compare-version-numbers-in-python
| normL2Rgb = np.linalg.norm(colorDiff, ord=2) / (width * height) | ||
| print("rgb L2: %f Inf: %f" % (normL2Rgb, normInfRgb)) | ||
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| cv.imwrite(color_diff_path, (colorDiff.reshape((height, width, 3)) + 1) * 0.5 * 255.0) |
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because difference range is 2x bigger than value range
| colorGl = colorGl.astype(np.float32) * (1.0/255.0) | ||
| colorDiff = np.ravel(colorGl - colorRasterize) | ||
| normInfRgb = np.linalg.norm(colorDiff, ord=np.inf) | ||
| normL2Rgb = np.linalg.norm(colorDiff, ord=2) / (width * height) |
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I propose to report min/max/average, but not only value normalized on pixel count. In case if the scene is sparse and most of pixels are background the current value is not informative.
| position = np.array([0.0, 0.0, zat], dtype=np.float32) | ||
| lookat = np.array([0.0, 0.0, 0.0], dtype=np.float32) | ||
| upVector = np.array([0.0, 1.0, 0.0], dtype=np.float32) | ||
| cameraPose = lookAtMatrixCal(position, lookat, upVector) |
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Looks like we need to add it to OpenCV as API.
asmorkalov
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Apr 16, 2024
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| # Script to download Scanned Objects by Google Research dataset and Stanford models | ||
| # Distributed by CC-BY 4.0 License |
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Please extract Google owned code as dedicated file with own license header.
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This PR changes
Adding a script that downloads models from a specific dataset, runs several 3D algorithms on it and calculates accuracy.
TODO:
triangleRasterize(): assign vertex color based on a color from a texture