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pytorch-metric-learning

The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-nlp-notebooks

Learn how to use PyTorch to solve some common NLP problems with deep learning.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorchviz

A small package to create visualizations of PyTorch execution graphs

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

r-c3d.pytorch

R-C3D pytorch implementation

reading_group

Virginia Tech Vision and Learning Reading Group

rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

registration

Image Registration

reid-survey

Deep Learning for Person Re-identification: A Survey and Outlook

sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)

scene-text-detection

sentence-similarity

This repository contains various ways to calculate sentence vector similarity using NLP models

skyline

Anomaly detection

smoke-detection

Smoke Detection based on neural network for Alysa

spectralnet

Deep network that performs spectral clustering

spectralnet-pytorch

Implementation of SpectralNet in PyTorch.

srn

Selective Refinement Network for High Performance Face Detection, AAAI, 2019

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

survey_of_deep_metric_learning

A comprehensive survey of deep metric learning and related works

syndata-generation

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.

textmatching

Methods about Deep Learning for Text Matching

traffic-signal-violation-detection-system

A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tsfs

Deep Feature Selection using Teacher Student Network

two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

unsupervised_embedding_learning

Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature