Top Deep Learning Repositories by Stars

Updated: Apr 15, 2026

Discover the 44 most starred deep learning repositories on GitHub, ranked by star count and updated daily.

Rank	Owner	Name	Stars
21	tensorflow	tensorflow	194,721
36	AUTOMATIC1111	stable-diffusion-webui	162,366
39	huggingface	transformers	159,380
103	pytorch	pytorch	99,123
120	rasbt	LLMs-from-scratch	90,774
134	opencv	opencv	87,113
157	Developer-Y	cs-video-courses	80,096
172	d2l-ai	d2l-zh	77,121
193	dair-ai	Prompt-Engineering-Guide	73,311
238	labmlai	annotated_deep_learning_paper_implementations	66,292
253	keras-team	keras	63,991
293	CorentinJ	Real-Time-Voice-Cloning	59,623
312	ultralytics	yolov5	57,203
330	ultralytics	ultralytics	55,909
340	deepfakes	faceswap	55,158
399	Avik-Jain	100-Days-Of-ML-Code	50,544
446	GokuMohandas	Made-With-ML	47,299
463	microsoft	AI-For-Beginners	46,545
489	coqui-ai	TTS	45,066
508	streamlit	streamlit	44,218
524	aymericdamien	TensorFlow-Examples	43,784
558	gradio-app	gradio	42,326
562	ray-project	ray	42,120
563	deepspeedai	DeepSpeed	42,104
578	hpcaitech	ColossalAI	41,363
593	microsoft	qlib	40,721
624	floodsung	Deep-Learning-Papers-Reading-Roadmap	39,482
663	roboflow	supervision	38,022
664	naptha	tesseract.js	38,006
684	TencentARC	GFPGAN	37,424
704	babysor	MockingBird	36,902
787	google-ai-edge	mediapipe	34,728
791	BVLC	caffe	34,656
818	CMU-Perceptual-Computing-Lab	openpose	33,959
846	explosion	spaCy	33,467
856	huggingface	diffusers	33,328
861	openai	CLIP	33,179
881	mli	paper-reading	32,865
882	ashishpatel26	500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code	32,858
887	lutzroeder	netron	32,752
909	yunjey	pytorch-tutorial	32,270
959	eriklindernoren	ML-From-Scratch	31,293
970	Lightning-AI	pytorch-lightning	31,045
979	AMAI-GmbH	AI-Expert-Roadmap	30,906
…
-	albumentations-team	AlbumentationsX	309