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## Dependencies and Installation
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- Python 3 (Recommend to use [Anaconda](https://www.anaconda.com/download/#linux))
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- [PyTorch >= 1.0](https://pytorch.org/)
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- [PyTorch >= 1.1](https://pytorch.org/)
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- NVIDIA GPU + [CUDA](https://developer.nvidia.com/cuda-downloads)
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- [Deformable Convolution](https://arxiv.org/abs/1703.06211). We use [mmdetection](https://github.com/open-mmlab/mmdetection)'s dcn implementation. Please first compile it.
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```
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- Python packages: `pip install numpy opencv-python lmdb pyyaml`
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- TensorBoard:
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- PyTorch >= 1.1: `pip install tb-nightly future`
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- PyTorch == 1.0: `pip install tensorboardX`
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## Dataset Preparation
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We use datasets in LDMB format for faster IO speed. Please refer to [DATASETS.md](datasets/DATASETS.md) for more details.
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