[D] Most Popular AI Research July 2022 pt. 2 - Ranked Based On GitHub Stars

1. yolov7

   1 35 13,886 1.3 Jupyter Notebook

   Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

   

2. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

3. latent-diffusion

   2 70 12,881 0.0 Jupyter Notebook

   High-Resolution Image Synthesis with Latent Diffusion Models

   

4. NUWA

   3 23 2,808 3.3

   A unified 3D Transformer Pipeline for visual synthesis

   

5. hivemind

   4 40 2,218 6.6 Python

   Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

   

6. theseus

   5 3 1,915 5.6 Python

   A library for differentiable nonlinear optimization (by facebookresearch)

   

7. deeplab2

   6 5 1,019 4.0 Python

   DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

   

8. XMem

   7 11 1,865 4.1 Python

   [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

   

9. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

10. Cream

    8 3 261 8.2 Python

    Discontinued This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/AutoML]

    

11. Unicorn

    9 7 950 0.0 Python

    [ECCV'22 Oral] Towards Grand Unification of Object Tracking (by MasterBin-IIAU)

    

12. multiface

    10 4 735 4.4 Python

    Discontinued Hosts the Multiface dataset, which is a multi-view dataset of multiple identities performing a sequence of facial expressions.

    

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