Collection of projects by Facebook Research.
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Unsupervised Learning of Visual Features by Contrasting Clusters
We use a swapped prediction mechanism where we predict the cluster assignment of a view from the representation of another view.
unsupervised-learning contrasting-cluster-assignments swav paper
A library for efficient similarity search and clustering of dense vectors.
similarity-search clustering embeddings library
FAIR's library of reusable components for deep learning with 3D data.
3d heterogeneous-batching batching differentiable-rendering
FAIR's next-generation platform for object detection and segmentation.
object-detection detectron detectron2 pytorch
PIFuHD: High-Resolution 3D Human Digitization
This repository contains a pytorch implementation of "Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization".
human-digitization 3d pifudh cvpr-2020
Music Source Separation in the Waveform Domain
We provide an implementation of Demucs and Conv-Tasnet for music source separation on the MusDB dataset. They can separate drums, bass and vocals from the ...
music research code paper
DETR: End-to-End Object Detection with Transformers
A new method that views object detection as a direct set prediction problem.
object-detection panoptic-segmentation transformers computer-vision
BLINK: Better entity LINKing
Entity Linking python library that uses Wikipedia as the target knowledge base.
named-entity-recognition wikification natural-language-processing code
Recipes for building an open-domain chatbot
Python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA (Visual Question Answering).
conversational-ai chatbot visual-question-answering open-domain
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