We provide the trained model (yolo v3) for detecting the parts of birds. Thought the model is trained on CUB200-2011 bird dataset, you can use it to detect any birds. If you are interested, please refer to work:
@article{ author = {Feng, Hui and Wang, Shanshan and Ge, Shuzhi Sam}, title = {Fine-grained visual recognition with salient feature detection}, journal = {arXiv:1808.03935}, year = {2018}, type = {Journal Article} }
- install darknet (guide: https://pjreddie.com/darknet/)
- download the model file from google drive (https://drive.google.com/file/d/1tR8vvH5W02dKZq0lZeYUFxQdyhEEoRnI/view?usp=sharing)
- detect the parts using: ./darknet detect yolov3_bird.cfg path_to_model.weights full_path_for_one_image.jpg [-thresh 0.2]