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

• yolov7

  32 10,165 8.8 Jupyter Notebook

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

• latent-diffusion

  42 7,613 5.7 Jupyter Notebook

  High-Resolution Image Synthesis with Latent Diffusion Models

  

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• NUWA

  7 2,693 4.6

  A unified 3D Transformer Pipeline for visual synthesis

  

• hivemind

  30 1,502 6.5 Python

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

  

• theseus

  3 1,303 8.1 Python

  A library for differentiable nonlinear optimization (by facebookresearch)

  

• deeplab2

  3 902 7.0 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.

  

• XMem

  10 1,171 8.2 Python

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

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• Cream

  2 261 8.2 Python

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

  

• Unicorn

  7 885 5.3 Python

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

• multiface

  4 586 5.4 Python

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

  

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