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models

Models and examples built with TensorFlow

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pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

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HKRM

Hybrid Knowledge Routed Module for Large-scale Object Detection (NerIPS2018)

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SNIPER

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

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horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

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QNNPACK

Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators

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style-transfer

杨超越杯编程大赛图片风格迁移项目

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ycy

"Hello YCY" Programming Competition

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edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

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GNNPapers

Must-read papers on graph neural networks (GNN)

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netron

Visualizer for neural network, deep learning and machine learning models

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deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

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tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

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detectorch

Detectorch - detectron for PyTorch

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Convolutional_LSTM_PyTorch

Multi-layer convolutional LSTM with Pytorch

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SparseConvNet

Submanifold sparse convolutional networks

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quick-nlp

Pytorch NLP library based on FastAI

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PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

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allennlp

An open-source NLP research library, built on PyTorch.

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maskrcnn-benchmark

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

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graph_nets

Build Graph Nets in Tensorflow

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tnt

A lightweight library for PyTorch training tools and utilities

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cppdocs

PyTorch C++ API Documentation

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vision

Datasets, Transforms and Models specific to Computer Vision

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

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pygcn

Graph Convolutional Networks in PyTorch

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scene-graph-TF-release

"Scene Graph Generation by Iterative Message Passing" code repository

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neural-motifs

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

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onnx

Open standard for machine learning interoperability

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