Comments (2)
ecoxial2007
commented on July 28, 2024
Thank you for your interest in our work. We have employed ViT and BERT from OpenAI's CLIP as feature extractors. As a result, we needed to modify the source code of CLIP, which can be seen at https://github.com/openai/CLIP/blob/main/clip/model.py (line 235 for images, line 354 for text). You may refer to my src/tools/extract_embedding.py for the model loading and forward process.
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ecoxial2007
commented on July 28, 2024
I forgot to mention one point: please do not apply normalization to the features, as it would result in loss of information.
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Related Issues (9)
- Missing h5 extracted feature files HOT 2
- code reproduction problem HOT 2
- the meaning of qid in next_train_qa.json HOT 1
- the code for multi-gpu training HOT 1
- The extraction embedding coding of "bbox_features" HOT 5
- Incomplete extract_embedding.py code? HOT 1
- About CLIP’s text-encoder. HOT 3
- Processing of candidate words HOT 3
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