Metric3D
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Ground Truth Depth Image not loading correctly in fine-tuning
Hi all, Thanks for the amazing work!
However, when I tried to fine-tune on your model, the ground truth depth which I had processed into 16-bit representations in png images with depth scaling set to my value, the fine-tuning process I observed in tensorboard {rgb,pred_depth, gt_depth}
Indicates that the gt depth miss information in the bottom part, which my originial data actually have.
Additionally, why are all of the images shown on tensorboard all cropped to a bottom part of the image? Is this normal?
I Largely followed this post for fine-tuning #105
This is the command I used :
python3 mono/tools/train.py \
/home/Metric3D/training/mono/configs/RAFTDecoder/vit.raft5.giant2.kitti.py \
--use-tensorboard \
--experiment_name test1 \
--load-from /home/Metric3D/models/metric_depth_vit_giant2_800k.pth \
--seed 42 \
--launcher None