Top 10 sotum Open-Source Projects

fast-reid

3 3,273 1.2 Python

SOTA Re-identification Methods and Toolbox
best_AI_papers_2022

21 3,201 3.6

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Project mention: What are the most important papers on AI that you would recommend? | /r/singularity | 2023-05-04

Nonetheless, here's something I vaguely recall glancing over (a collection of one person's opinion on the most significant papers of 2022). https://github.com/louisfb01/best_AI_papers_2022

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
best_AI_papers_2021

30 2,902 2.7

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Best_AI_paper_2020

29 2,221 0.0

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
pymarl2

1 556 5.0 Python

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
awesome-ai-papers

5 502 8.7

A curated list of the most impressive AI papers

Project mention: Ask HN: Daily practices for building AI/ML skills? | news.ycombinator.com | 2023-12-14

Try the "historical papers" on this repo: https://github.com/aimerou/awesome-ai-papers

SimpleView

1 150 2.3 Python

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
top-10-cv-papers-2021

25 126 1.8

A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.
ModelZoo.pytorch

1 48 0.0 Python

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Transformer-in-Transformer

4 41 0.0 Jupyter Notebook

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches (by Rishit-dagli)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

sota related posts

[D] Any good resources/repositories to get ImageNet trained models?
2 projects | /r/MachineLearning | 18 Jan 2021

Index

What are some of the best open-source sotum projects? This list will help you:

	Project	Stars
1	fast-reid	3,273
2	best_AI_papers_2022	3,201
3	best_AI_papers_2021	2,902
4	Best_AI_paper_2020	2,221
5	pymarl2	556
6	awesome-ai-papers	502
7	SimpleView	150
8	top-10-cv-papers-2021	126
9	ModelZoo.pytorch	48
10	Transformer-in-Transformer	41