LT

lightly-ai/lightly-train

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

1.4k 69 +2/wk
GitHub
computer-vision contrastive-learning deep-learning dinov2 dinov3 distillation embeddings eomt machine-learning object-detection pretrained-models python
Trend 3

Star & Fork Trend (29 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

lightly-ai/lightly-train has +2 stars this period . 7-day velocity: 0.2%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric lightly-train spacy-transformers ILearnDeepLearning.py Speech-Emotion-Analyzer
Stars 1.4k 1.4k1.4k1.4k
Forks 69 176462437
Weekly Growth +2 +0+1+0
Language Python PythonJupyter NotebookJupyter Notebook
Sources 1 111
License AGPL-3.0 MITMITMIT

Capability Radar vs spacy-transformers

lightly-train
spacy-transformers
Maintenance Activity 100

Last code push 1 days ago.

Community Engagement 70

Fork-to-star ratio: 4.9%. Lower fork ratio may indicate passive usage.

Issue Burden 70

Issue data not yet available.

Growth Momentum 49

+2 stars this period — 0.14% growth rate.

License Clarity 70

Licensed under AGPL-3.0. Copyleft — check compatibility requirements.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.