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build | ||
*egg-info | ||
*.json | ||
*.pth | ||
models* | ||
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## 0. Install | ||
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This implementation is tested under Pytorch 0.3.0. To avoid affecting your Pytorch version, we recommend using conda to enable multiple versions of Pytorch. | ||
This implementation is tested under Pytorch 1.0.0. To avoid affecting your Pytorch version, we recommend using conda to enable multiple versions of Pytorch. | ||
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0.0. Install Pytorch: | ||
``` | ||
conda create -n env_stereo python=3.7 | ||
conda create -n env_stereo python=3.6 | ||
conda activate env_stereo | ||
conda install pytorch=1.0 cuda90 -c pytorch | ||
conda install pytorch=1.0.0 cuda90 -c pytorch | ||
conda install torchvision -c pytorch | ||
``` | ||
0.1. Other dependencies: | ||
``` | ||
git clone [email protected]:HKUST-Aerial-Robotics/Stereo-RCNN.git | ||
cd stereo_rcnn | ||
git checkout 1.0 | ||
pip install -r requirements.txt | ||
``` | ||
0.2. Build: | ||
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``` | ||
mkdir models_stereo | ||
``` | ||
1.1. Download our trained weight [One Drive](https://hkustconnect-my.sharepoint.com/:u:/g/personal/pliap_connect_ust_hk/ESF-5mWMAK5PquLJQFs8evUB2xCbSwGuxbsUEeH9fcet6w?e=Vu0AzW)/[Google Drive](https://drive.google.com/file/d/1rZ5AsMms7-oO-VfoNTAmBFOr8O2L0-xt/view?usp=sharing) and put it into models_stereo/, then just run | ||
1.1. Download our trained weight [One Drive](https://hkustconnect-my.sharepoint.com/:u:/g/personal/pliap_connect_ust_hk/ETowGlAcACJBman4TnBO5LMB2-9NQPf1h_8Cd9Xl0HUIkQ?e=QmXwJC)/[Google Drive](https://drive.google.com/file/d/1rIS43NzTvjRMX9m3UZIG5EvgFzXOVZWX/view?usp=sharing) and put it into models_stereo/, then just run | ||
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``` | ||
python demo.py | ||
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./test.sh | ||
``` | ||
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The results are saved in models_stereo/result by default. You can evaluate the results using the tool from [here](https://github.com/prclibo/kitti_eval). | ||
The results are saved in models_stereo/result/data by default. You can evaluate the results using the tool from [here](https://github.com/prclibo/kitti_eval). | ||
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Some sample results: | ||
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