A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
仓库
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A Python toolbox for performing gradient-free optimization
Implementation of Nougat Neural Optical Understanding for Academic Documents
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
High-Resolution 3D Human Digitization from A Single Image.
Codebase for Image Classification Research, written in PyTorch.
PyRobot: An Open Source Robotics Research Platform
A natural language modeling framework based on PyTorch
A mix of GAN implementations including progressive growing
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
Foundational Models for State-of-the-Art Speech and Text Translation
A python tool for evaluating the quality of sentence embeddings.
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803
Simulator of vision-based tactile sensors.
Weakly Supervised Learning On Images
Hackable and optimized Transformers building blocks, supporting a composable construction.