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Comments (5)

MilkClouds avatar MilkClouds commented on July 22, 2024

What dataset did you use for your thermal data? Did you use LLVIP in the paper?

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Watisup-byte avatar Watisup-byte commented on July 22, 2024

Done?

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anantterkar avatar anantterkar commented on July 22, 2024

Where did you add the function "load_and_transform_thermal_data" exactly? I am facing a different issue though but this might help!, my issue is this:
Given groups=1, weight of size [768, 1, 16, 16], expected input[3, 3, 224, 224] to have 1 channels, but got 3 channels instead

Thanks in advance!

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anantterkar avatar anantterkar commented on July 22, 2024

Also I think there is a typo in line 2, replace image_paths with thermal_paths

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LinB203 avatar LinB203 commented on July 22, 2024

Hi, here to recommend our work, which is LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. We open source all training and validation code.

LanguageBind can be disassembled into different branches to handle different tasks.
print("Video x Audio: \n", torch.softmax(embeddings['video'] @ embeddings['audio'].T, dim=-1).detach().cpu().numpy()) print("Video x Thermal: \n", torch.softmax(embeddings['video'] @ embeddings['thermal'].T, dim=-1).detach().cpu().numpy()) print("Image x Thermal: \n", torch.softmax(embeddings['image'] @ embeddings['thermal'].T, dim=-1).detach().cpu().numpy()) print("Image x Depth: \n", torch.softmax(embeddings['image'] @ embeddings['depth'].T, dim=-1).detach().cpu().numpy())

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