Text Recognition: Add script to evaluate text recognition by ICDAR2003 #71
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fengyuentau
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feature
WanliZhong
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Jul 14, 2022
zihaomu
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zihaomu
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zihaomu
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Jul 29, 2022
| @@ -7,6 +7,15 @@ Notes: | |||
| - For details on training this model, please visit https://github.com/ShiqiYu/libfacedetection.train. | |||
| - This ONNX model has fixed input shape, but OpenCV DNN infers on the exact shape of input image. See https://github.com/opencv/opencv_zoo/issues/44 for more information. | |||
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| Results of accuracy evaluation with [tools/eval](../../tools/eval). | |||
| @@ -54,7 +54,7 @@ def _preprocess(self, image, rbbox): | |||
| rotationMatrix = cv.getPerspectiveTransform(vertices, self._targetVertices) | |||
| cropped = cv.warpPerspective(image, rotationMatrix, self._inputSize) | |||
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| if 'CN' in self._model_path: | |||
| if 'CN' in self._model_path or 'CH' in self._model_path: | |||
There was a problem hiding this comment.
Please add some comments about the difference between CN and CH.
tools/eval/README.md
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| @@ -53,3 +56,56 @@ Run evaluation with the following command: | |||
| python eval.py -m mobilenet -d imagenet -dr /path/to/imagenet | |||
| ``` | |||
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| ## WIDERFace | |||
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Please rebase, the PR of WIDERFace has been merged.
tools/eval/datasets/icdar.py
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| def __init__(self, root): | ||
| self.root = root | ||
| self.acc = -1 | ||
| self.inputSize = [100, 32] # |
zihaomu
reviewed
Aug 30, 2022
| @@ -54,7 +54,7 @@ def _preprocess(self, image, rbbox): | |||
| rotationMatrix = cv.getPerspectiveTransform(vertices, self._targetVertices) | |||
| cropped = cv.warpPerspective(image, rotationMatrix, self._inputSize) | |||
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| if 'CN' in self._model_path: | |||
| if 'CN' in self._model_path or 'CH' in self._model_path: | |||
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#71) * update readme * add another script * revise details for this pr
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