suytingwan

models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

machine-learning

UFLDL Tutorial answers. PCA in 2D. PCA and whitening. Softmax Regression.Self-Taught Learning.

neural-motifs

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

leetcode

LeetCode Problems' Solutions

ncsdk

Software Development Kit for the Neural Compute Stick

models

Models and examples built with TensorFlow

Detectron

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

AI_Challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

facenet_pytorch

PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

visDial.pytorch

visual dialog model in pytorch

triplet-reid

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

zero-shot-gcn

Zero-Shot Learning with GCN (CVPR 2018)

AMSoftmax

A simple yet effective loss function for face verification.

Deep-Metric-Learning-CVPR16

Main repository for Deep Metric Learning via Lifted Structured Feature Embedding

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

inception_v1.pytorch

An implementation of inception_v1 in pytorch with pretrained weights.

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

LeetCode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

vecstack

Python package for stacking (machine learning technique)

webvision

This package provides simple functions to verify and evaluate WebVision dataset.

bc_learning_image

Chainer implementation of between-class learning for Image classification https://arxiv.org/abs/1711.10284

vision

Datasets, Transforms and Models specific to Computer Vision

polynet

The Github Repo for PolyNet

ResidualAttentionNetwork-pytorch

a pytorch code about Residual Attention Network. This code is based on two projects from

residual-attention-network

Residual Attention Network for Image Classification

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch_Realtime_Multi-Person_Pose_Estimation