CenterNet (Objects as Points) reimplementation using PyTorch

Train

• Configure your dataset path in main.py for training
• Run bash main.sh $ --train for training, $ is number of GPUs

Train

• Configure your dataset path in main.py for testing
• Run python main.py --test for testing

Dataset structure

├── COCO 
    ├── images
        ├── train2017
            ├── 1111.jpg
            ├── 2222.jpg
        ├── val2017
            ├── 1111.jpg
            ├── 2222.jpg
    ├── labels
        ├── train2017
            ├── 1111.txt
            ├── 2222.txt
        ├── val2017
            ├── 1111.txt
            ├── 2222.txt

Reference

• https://github.com/ultralytics/yolov5
• https://github.com/open-mmlab/mmdetection