Open LYX0501 opened 1 month ago
Thanks for your attention, Sorry, I've left the original affiliation and I cannot find the feature extraction code, alternatively, you can modify this scripts to extract feature vectors from habitat sim. Please note the above scripts extract grid features from habitat-sim, you could change it to extract feature vectors. Best regards,
Hey, An. Thanks for your response! I have seen your mentioned scripts. I just want to confirm 2 points: whether both rgb and depth features for ETPNav
Hey, An. Thanks for your response! I have seen your mentioned scripts. I just want to confirm 2 points: whether both rgb and depth features for ETPNav
Exactly, ETPNav needs both RGB and depth feature vectors for pre-training, the RGB is extracted by CLIP-ViT-B/32 while the depth is extracted by "gibson-4plus-mp3d-train-val-test-resnet50.pth" of this link.
I've updated the feature extraction code, you can have a try. https://github.com/MarSaKi/ETPNav/blob/main/precompute_img_features/run.bash
Thank you very much for your help! Undoubtedly, ETPNav provides an excellent benchmark for future research on VLN.
Hai An,
Thanks for your ETPNav's open-sourced codes. ETPnav is a fascinating work! I open this issue to ask where to find the feature processing codes for pertaining. Or will you plan to open this part of codes?