Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Awesome System For Machine Learning	2,244	4 months ago			12	mit
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Utensor	1,607	4 months ago			55	apache-2.0	C++
TinyML AI inference library
Berrynet	1,563	a year ago	1	November 01, 2020	19	gpl-3.0	Python
Deep learning gateway on Raspberry Pi and other edge devices
Edgeml	1,537	a month ago	2	July 22, 2019	33	other	C++
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
Deepcamera	1,506	8 months ago			15	mit	JavaScript
Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
Awesome Federated Machine Learning	1,425	3 months ago			4
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Frugally Deep	1,017	3 months ago	1	September 30, 2022	6	mit	C++
Header-only library for using Keras (TensorFlow) models in C++.
Fastmot	786	2 years ago			15	mit	Python
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Tinyengine	614	7 months ago			24	mit	C
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
Savant	408	3 months ago			45	apache-2.0	Python
Python Computer Vision & Video Analytics Framework With Batteries Included

Alternatives To Models

Select To Compare

Awesome System For Machine Learning ⭐ 2,244

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

most recent commit 4 months ago

Utensor ⭐ 1,607

TinyML AI inference library

most recent commit 4 months ago

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

total releases 1most recent commit a year ago

Edgeml ⭐ 1,537

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

total releases 2most recent commit a month ago

Deepcamera ⭐ 1,506

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

most recent commit 8 months ago

Awesome Federated Machine Learning ⭐ 1,425

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

most recent commit 3 months ago

Frugally Deep ⭐ 1,017

Header-only library for using Keras (TensorFlow) models in C++.

total releases 1most recent commit 3 months ago

Fastmot ⭐ 786

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

most recent commit 2 years ago

Tinyengine ⭐ 614

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

most recent commit 7 months ago

Savant ⭐ 408

Python Computer Vision & Video Analytics Framework With Batteries Included

most recent commit 3 months ago

Suggest An Alternative To models

Alternative Project Comparisons

Models vs Awesome System For Machine Learning

Models vs Awesome Federated Machine Learning

Models vs Frugally Deep

Models vs Fastmot

Models vs Tinyengine

Models vs Savant

Popular Edge Computing Projects

Wasmedge ⭐ 7,836

WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.

dependent packages 7total releases 18latest release August 07, 2023most recent commit a month ago

Wasm3 ⭐ 6,726

🚀 A fast WebAssembly interpreter and the most universal WASM runtime

total releases 1latest release March 03, 2021most recent commit 4 months ago

Kubeedge ⭐ 6,247

Kubernetes Native Edge Computing Framework (project under CNCF)

dependent packages 8total releases 227latest release November 30, 2023most recent commit 3 months ago

Minisearch ⭐ 3,809

Tiny and powerful JavaScript full-text search engine for browser and Node

dependent packages 83total releases 77latest release November 22, 2023most recent commit 3 months ago

Partykit ⭐ 3,670

PartyKit simplifies developing multiplayer applications

dependent packages 21total releases 622latest release December 08, 2023most recent commit 3 months ago

Popular Deep Learning Projects

Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

dependent packages 78total releases 46latest release October 23, 2019most recent commit 3 months ago

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 15 days ago

Stable Diffusion Webui ⭐ 118,856

Stable Diffusion web UI

total releases 2latest release January 17, 2022most recent commit 3 months ago

Opencv ⭐ 75,512

Open Source Computer Vision Library

dependent packages 37total releases 29latest release February 15, 2023most recent commit 3 days ago

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 3 months ago

Popular Networking Categories