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

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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.
getstream.io
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.
www.influxdata.com
featured
  1. yolov7

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

  2. Stream

    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.

    Stream logo
  3. latent-diffusion

    High-Resolution Image Synthesis with Latent Diffusion Models

  4. NUWA

    A unified 3D Transformer Pipeline for visual synthesis

  5. hivemind

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

  6. theseus

    A library for differentiable nonlinear optimization (by facebookresearch)

  7. deeplab2

    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

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

  9. InfluxDB

    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.

    InfluxDB logo
  10. Cream

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

  11. Unicorn

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

  12. multiface

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

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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