Top Deep Learning Repositories by Stars

Updated: May 24, 2026

Discover the 42 most starred deep learning repositories on GitHub, ranked by star count and updated daily.

Rank	Owner	Name	Stars
22	tensorflow	tensorflow	195,256
42	AUTOMATIC1111	stable-diffusion-webui	163,242
45	huggingface	transformers	160,907
110	pytorch	pytorch	100,141
119	rasbt	LLMs-from-scratch	95,607
140	opencv	opencv	87,613
166	Developer-Y	cs-video-courses	81,535
183	d2l-ai	d2l-zh	77,951
199	dair-ai	Prompt-Engineering-Guide	74,904
248	labmlai	annotated_deep_learning_paper_implementations	66,801
271	keras-team	keras	64,087
313	CorentinJ	Real-Time-Voice-Cloning	59,765
336	ultralytics	ultralytics	57,490
338	ultralytics	yolov5	57,421
361	deepfakes	faceswap	55,237
415	Avik-Jain	100-Days-Of-ML-Code	51,094
465	GokuMohandas	Made-With-ML	47,751
466	microsoft	AI-For-Beginners	47,743
514	coqui-ai	TTS	45,382
531	streamlit	streamlit	44,692
557	aymericdamien	TensorFlow-Examples	43,767
564	microsoft	qlib	43,390
579	gradio-app	gradio	42,670
580	ray-project	ray	42,642
586	deepspeedai	DeepSpeed	42,390
605	hpcaitech	ColossalAI	41,392
651	roboflow	supervision	39,518
652	floodsung	Deep-Learning-Papers-Reading-Roadmap	39,498
697	naptha	tesseract.js	38,102
718	TencentARC	GFPGAN	37,461
739	babysor	MockingBird	36,901
797	google-ai-edge	mediapipe	35,315
828	BVLC	caffe	34,598
854	CMU-Perceptual-Computing-Lab	openpose	34,101
873	ashishpatel26	500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code	33,771
881	huggingface	diffusers	33,685
884	explosion	spaCy	33,605
887	openai	CLIP	33,574
897	mli	paper-reading	33,322
916	lutzroeder	netron	32,943
945	yunjey	pytorch-tutorial	32,364
989	eriklindernoren	ML-From-Scratch	31,519
…
-	albumentations-team	AlbumentationsX	448