roywang021 / EOD

Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection
MIT License
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Could you provide a more detailed documentation? #2

Open 2462954048 opened 2 months ago

2462954048 commented 2 months ago

Based on the instructions you provided, I found it difficult to reproduce the project. After setting up your EOD project and installing detectron2 and opendet in the project, I am not sure how to proceed next. Can you provide more clear step-by-step instructions for Basic Setup and Usage?

roywang021 commented 2 months ago

Since evidential deep learning only requires treating the logit output of the previous classification head as evidence, you should be able to run the process by simply modifying the faster_rcnn.py file in the EOD/EOD/modeling/roi_heads. To reduce training time, you can directly fine-tune using the weights provided in (https://huggingface.co/natewang021/eod/tree/main).