Robust Template Matching Using Scale-Adaptive Deep Convolutional Features
Pytorch Unofficial Implementation of Robust Template Matching Using Scale-Adaptive Deep Convolutional Features
http://www.apsipa.org/proceedings/2017/CONTENTS/papers2017/14DecThursday/TA-02/TA-02.5.pdf
Requirements
- torch (1.0.0)
- torchvision (0.2.1)
- cv2
- (optional) cython
Usage
python run.py [sample_image_path] [template_image_path] --use_cuda --use_cython
- add --use_cuda option to use GPU
- add --use_cython option to execute with cython
result image will be saved as result.png
Example
python run.py sample/sample1.jpg template/template1.png --use_cuda --use_cython
| sample image | template image | result image |
|---|---|---|
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 |
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python run.py sample/sample2.jpg template/template2.png --use_cuda --use_cython
| sample image | template image | result image |
|---|---|---|
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