The paper is currently under review, and the source code and dataset will be made publicly available upon acceptance.
[Paper] [Project Page]
In this work, we propose the DPNet, a novel learning-based detector that requires only a single RGB frame at the beginning of a sequence to detect high-speed objects over a 5-second duration, 25 times longer than prior methods.
- Python 3.8.20
- Pytorch 1.12.1
- Torchvision 0.13.1
- CUDA 10.2.0
- numpy 1.24.4
The dataset can be obtained here.
The pretrained model weight can be obtained here.
Run:
python train.py
Run:
python val.py
Run:
python infer.py
Please cite our paper if you find it is useful:
@article{publication,
title={yolio},
author={authors},
journal={},
volume={},
number={},
year={}
}