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  1. Detectron Public

    FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

    Python 24.8k 5.4k

  2. fastText Public

    Library for fast text representation and classification.

    HTML 23.1k 4.4k

  3. detectron2 Public

    Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

    Python 19k 5k

  4. faiss Public

    A library for efficient similarity search and clustering of dense vectors.

    C++ 15.2k 2.4k

  5. maskrcnn-benchmark Public

    Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

    Python 8.6k 2.5k

  6. ParlAI Public

    A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

    Python 8.4k 1.7k

Repositories

  • habitat-sim Public

    A flexible, high-performance 3D simulator for Embodied AI research.

    C++ 1,325 MIT 258 78 (5 issues need help) 18 Updated Nov 23, 2021
  • fbpcs Public

    FBPCS (Facebook Private Computation Solutions) leverages secure multi-party computation (MPC) to output aggregated data without making unencrypted, readable data available to the other party or any third parties. Facebook provides impression & opportunity data, and the advertiser provides conversion / outcome data. Both parties have dedicated cl…

    C++ 39 MIT 36 0 16 Updated Nov 23, 2021
  • fbpcp Public

    FBPCP (Facebook Private Computation Platform) is a secure, privacy safe and scalable architecture to deploy MPC (Multi Party Computation) applications in a distributed way on virtual private clouds. FBPCF (Facebook Private Computation Framework) is for scaling MPC computation up via threading, while FBPCP is for scaling MPC computation out via P…

    Python 55 MIT 27 1 8 Updated Nov 23, 2021
  • torcharrow Public

    A torch.Tensor-like DataFrame library supporting multiple execution runtimes and Arrow as a common memory format

    Python 151 BSD-3-Clause 10 15 (3 issues need help) 2 Updated Nov 23, 2021
  • xformers Public

    Hackable and optimized Transformers building blocks, supporting a composable construction.

    Python 439 23 13 4 Updated Nov 23, 2021
  • pytorch3d Public

    PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

    Python 5,383 737 58 5 Updated Nov 23, 2021
  • fairo Public

    A modular embodied agent architecture and platform for building embodied agents

    Jupyter Notebook 694 MIT 56 121 (1 issue needs help) 21 Updated Nov 23, 2021
  • detr Public

    End-to-End Object Detection with Transformers

    Python 7,935 Apache-2.0 1,368 127 8 Updated Nov 23, 2021
  • mmf Public

    A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

    Python 4,675 793 146 (13 issues need help) 50 Updated Nov 23, 2021
  • faiss Public

    A library for efficient similarity search and clustering of dense vectors.

    C++ 15,184 MIT 2,403 204 (18 issues need help) 11 Updated Nov 23, 2021
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