Roadmap of detrex

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v0.2.1

• MaskDINO. (Pre-release in https://github.com/IDEA-Research/detrex/pull/154)
• Support SwinV2 backbone (https://github.com/IDEA-Research/detrex/pull/152)
• Add a basic usage notebook for inference on custom images. ( https://github.com/IDEA-Research/detrex/pull/119 )
• ViT backbone (https://github.com/IDEA-Research/detrex/pull/138)

Collection

• Support wandb to log training informations and visualize sampled results
• TensorRT for fast inference
• ONNX for DETR models
• Docker or python package for detrex (High Priority)
• Object365 Dataloader
• Semantic Seg/Instance Seg/Key points tasks

[wangxuewen99]

mask-DINO

[VCBE123]

support tensorRT for fast inference