Model Zoos ML Frameworks

Collections of pre-trained, ready-to-use deep learning models organized by framework or domain. Does NOT include model training frameworks, architecture implementations from scratch, or papers/theory resources.

There are 16 model zoos frameworks tracked. 3 score above 50 (established tier). The highest-rated is onnx/models at 65/100 with 9,480 stars. 1 of the top 10 are actively maintained.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=model-zoos&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	onnx/models A collection of pre-trained, state-of-the-art models in the ONNX format	65	Established	9,480	Jupyter Notebook
2	NTMC-Community/MatchZoo Facilitating the design, comparison and sharing of deep text matching models.	64	Established	3,855	Python
3	NTMC-Community/MatchZoo-py Facilitating the design, comparison and sharing of deep text matching models.	56	Established	501	Python
4	opencv/opencv_zoo Model Zoo For OpenCV DNN and Benchmarks.	46	Emerging	910	Python
5	gizatechxyz/Giza-Hub Curated list of ZKML models and use cases made with Giza	37	Emerging	52	Jupyter Notebook
6	theonesud/Pytorch-Model-Zoo A collection of deep learning models implemented in PyTorch	33	Emerging	199	Jupyter Notebook
7	AxisCommunications/axis-model-zoo Collection of machine learning models to use in Axis cameras	33	Emerging	27	C
8	imyjk729/Memristor In-sensor reservoir computing for language learning via two-dimensional memristors	28	Experimental	24	Jupyter Notebook
9	chizkidd/deep-learning-models A collection of various deep learning architectures, models, & their...	25	Experimental	4	Jupyter Notebook
10	iitzco/deepzoo :wolf: :tiger: :whale2: :elephant: :monkey: Deep Learning model Zoo	22	Experimental	19	Python
11	ModelZoos/ModelZooDataset Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model...	14	Experimental	59	Python
12	remyxai/model_zoo A repository of custom models specialized to various use cases.	13	Experimental	6	Shell
13	francesco-innocenti/NN-Hessian-Papers A curated repository of papers on the Hessian of deep neural networks.	13	Experimental	2	—
14	the-irritater/Neural-Network-Regularization-Study Comparative study of neural network regularization techniques (L1, L2,...	11	Experimental	—	Python
15	longavailable/deep-learning-network-architectures A collection of some useful architectures/frameworks of deep learning /...	11	Experimental	—	—
16	LokeshYarramallu/Custom_DL_Models This open-source project, "Custom_DL_Models," offers a diverse range of deep...	10	Experimental	1	—