Open Issues Need Help
View All on GitHub [BUG] Object detection class head is not re-initialized when the number of classes changes about 1 hour ago
bug good first issue help wanted object-detection
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
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All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
[BUG] Weights-modifier aliases resolve to the wrong backbone: all six `-eupe-ltdetr` and both `-notpretrained-linear` (same bug class as #933) about 5 hours ago
bug documentation good first issue help wanted dinov3 object-detection
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
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1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
enhancement good first issue help wanted tracking issue pretraining distillation models
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
enhancement help wanted
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
[FEAT] Expose `ratio` for random resized crop 25 days ago
documentation enhancement good first issue help wanted pretraining
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
EoMT validation uses much more GPU memory than training about 1 month ago
bug help wanted tracking issue segmentation dinov3 dinov2
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
[DOC] Broken Link in the GitHub Readme about 2 months ago
documentation good first issue help wanted
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo
Document C++ Inference Examples about 2 months ago
enhancement good first issue help wanted object-detection
lightly-ai/lightly-train lightly-ai/lightly-train All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Open project →
1.6K
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
Python
#computer-vision#contrastive-learning#deep-learning#depth-estimation#dinov2#dinov3#distillation#embeddings#eomt#object-detection#pretrained-models#python#pytorch#real-time#rtdetrv2#self-supervised#self-supervised-learning#semantic-segmentation#vision-transformer#yolo