https://github.com/pris-cv/making-a-bird-ai-expert-work-for-you-and-me
Code release for "Making a Bird AI Expert Work for You and Me (TPAMI 2023)".
https://github.com/pris-cv/making-a-bird-ai-expert-work-for-you-and-me
fine-grained fine-grained-classification fine-grained-recognition fine-grained-visual-categorization knowledge-distillation machine-teaching
Last synced: about 2 months ago
JSON representation
Code release for "Making a Bird AI Expert Work for You and Me (TPAMI 2023)".
- Host: GitHub
- URL: https://github.com/pris-cv/making-a-bird-ai-expert-work-for-you-and-me
- Owner: PRIS-CV
- License: mit
- Created: 2021-12-04T15:46:23.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-05-04T12:19:16.000Z (about 2 years ago)
- Last Synced: 2025-04-24T05:46:07.323Z (about 2 months ago)
- Topics: fine-grained, fine-grained-classification, fine-grained-recognition, fine-grained-visual-categorization, knowledge-distillation, machine-teaching
- Language: Python
- Homepage:
- Size: 31.3 KB
- Stars: 15
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Making-a-Bird-AI-Expert-Work-for-You-and-Me
Code release for "Making a Bird AI Expert Work for You and Me".
[TPAMI 2023](https://dongliangchang.cn "arxiv")
You can try our questionnaire at: https://reurl.cc/AKdv6K
## Changelog
- 2021/12/6 create this project.
- 2022/6/16 update codes for training and visualization.
## Dataset
### CUB-200-2011
Please download the datatset and organize the structure as follows:
```
dataset
├── train
│ ├── 001
| | ├── 1.jpg
| | ├── 2.jpg
| | └── ...
│ ├── 002
| | ├── 1.jpg
| | ├── 2.jpg
| | └── ...
│ └── ...
└── test
├── 001
| ├── 1.jpg
| ├── 2.jpg
| └── ...
├── 002
| ├── 1.jpg
| ├── 2.jpg
| └── ...
└── ...
```
## Training
Train from scratch with:
> python main.py
## Visualization
Obtain visualization results with:
> python visualization.py
## Contact
Thanks for your attention!
If you have any suggestion or question, you can leave a message here or contact us directly:
- [email protected]
- [email protected]