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Top 5 Jupyter Notebook self-supervised-learning Projects
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SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
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dinov3-finetune
Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook self-supervised-learning discussion
Jupyter Notebook self-supervised-learning related posts
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Where can I find more info on the various model files
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Positive and Negative Sampling Strategies for Representation Learning in Semantic Search
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[D] Why is random cropping necessary in SimCLR?
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[R] Deep Learning with a Small Training Batch (or Lack Thereof). Part 1
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[D] Current trends in computer vision related to unsupervised learning
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Self-Supervised Contrastive Learning model for video dataset?
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[P] Choosing a self-supervised learning framework that's easy to use
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Index
What are some of the best open-source self-supervised-learning projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | SfMLearner | 2,016 |
| 2 | HIPT | 622 |
| 3 | dinov3-finetune | 502 |
| 4 | soft-vc | 454 |
| 5 | Astock | 246 |