Comments (2)
abse4411
commented on August 11, 2024
1
Thank you for your reply and pioneering work! Have a nice day! :-)
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akshaychawla
commented on August 11, 2024
Thanks for your interest in our work @abse4411 . Yes you are correct, the label files for the bdd100k dataset are dummy values. To get labels for bdd100k, please download the dataset from the official bdd100k website https://www.bdd100k.com/
The labels have no impact on our experiments because we use bdd100k for data-free (label-free) knowledge distillation, where we only use the images from bdd100k, not the bbox labels.
For reference, we took 2 crops from each image of the training (70k) and validation (10k) set of bdd100k. This gave us the 160k images for distillation.
from diode.
Related Issues (17)
- Bad results of generating images of KITTI dataset HOT 8
- [GCS] Access to directory DIODE_data HOT 3
- [GCS]need access to data HOT 3
- Does this method used for a two-stage object detector? HOT 2
- [GCS] access to data HOT 2
- Image variance collapses to zero HOT 1
- About L2 & TV loss, mean value HOT 1
- Question about the pretrained model. HOT 1
- Training time consumption HOT 1
- ERROR occurs when doing distillation!! help!
- [GCS]Access to data
- Confusion about the one box dataset HOT 4
- Regarding training using BDD100K dataset HOT 9
- Re: Self-similarity hook HOT 3
- [IMPORTANT][GCS] Access to Google's cloud storage bucket
- Try on two stage detector HOT 1
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from diode.