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Issues: lightly-ai/lightly

Lightly Roadmap
#1199 opened May 10, 2023 by guarin
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Self-Supervised Methods Tracker
#1172 opened Apr 26, 2023 by guarin
Open 3
New Benchmarks
#1197 opened May 10, 2023 by guarin
Open 2
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Issues list

Provide Benchmark Backbone Checkpoint Weights
#1621 opened Jul 31, 2024 by guarin
3 tasks
Add MaskedVisionTransformerDecoder
#1615 opened Jul 29, 2024 by guarin
Update I-JEPA example to use timm
#1614 opened Jul 29, 2024 by guarin
3 tasks
How to calculate classification accuracy
#1610 opened Jul 26, 2024 by whiterAutumn
4
torch._C._LinAlgError: linalg.svd: (Batch element 0): The algorithm failed to converge because the input matrix is ill-conditioned or has too many repeated singular values (error code: 15). type: question
#1599 opened Jul 24, 2024 by CharisWg
docs: update contributing guide type: documentation
#1593 opened Jul 22, 2024 by SauravMaheshkar
2 tasks done
1
@SauravMaheshkar
1
I really need the code for downstream segmentation tasks using MAE pre-training weights status: needs information
#1591 opened Jul 19, 2024 by rodmarn
1
Grad-CAM or attention map
#1587 opened Jul 15, 2024 by s9021025292140
1
Clarity on freeze_last_layer argument used in DinoProjectionHead
#1586 opened Jul 15, 2024 by imantha-das
7
Transfer Learning?
#1574 opened Jul 7, 2024 by trawler0
5
Add multi-modal method(s)
#1573 opened Jul 6, 2024 by trawler0
1
Change the backbone of the SimSiam to ViT
#1570 opened Jul 3, 2024 by s9021025292140
3
style: migrate to ruff
#1564 opened Jun 25, 2024 by SauravMaheshkar
5
[Feature Request].Support for Video SSL methods
#1557 opened Jun 13, 2024 by goncayilmaz
1
[Feature Request] Supervised Contrastive Loss
#1554 opened Jun 6, 2024 by 0x1orz
Figure out how to support codecov with multiprocessing
#1548 opened May 22, 2024 by IgorSusmelj
Can we switch to torchvision v2 transforms?
#1547 opened May 21, 2024 by cgebbe
1
2
Ability to use pre-made augmentations
#1525 opened Apr 22, 2024 by vedranf
3
Fix examples on Windows
#1512 opened Mar 6, 2024 by guarin
Allow skipping weight initialisation for Masked Vision Transformers.
#1511 opened Mar 4, 2024 by ersi-lightly
Remove opencv dependency from tests
#1477 opened Jan 15, 2024 by guarin
Add function to load model from pretrained checkpoint
#1475 opened Jan 12, 2024 by guarin
2 tasks
Support for Python 3.12
#1473 opened Jan 11, 2024 by IgorSusmelj
2
Add TiCoTransform
#1470 opened Jan 11, 2024 by guarin
2 tasks
W-MSE docs and examples
#1465 opened Jan 2, 2024 by guarin
2 tasks
@IgorSusmelj
ProTip! Updated in the last three days: updated:>2024-08-03.