Kunyan Li's repositories
DataLoaders_DALI
PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
pytorch-ImageNet-CIFAR-COCO-VOC-training
Training examples and results for ImageNet/CIFAR/COCO/VOC training.Image Classification/Object Detection.
Android-Object-Detection
:coffee: Fast-RCNN and Scene Recognition using Caffe
Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
BubbleNets
Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames
DALI
A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications
DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
deep-residual-networks
Deep Residual Learning for Image Recognition
refinenet_pytorch
Pytorch implementation of refinenet network
deeplab_v2
基于v2版本的deeplab,使用VGG16模型，在VOC2012，Pascal-context，NYU-v2等多个数据集上进行训练
deeplabv3plus-pytorch
Here is a pytorch implementation of deeplabv3+. The project supports COCO object detection dataset pretrain and PASCAL VOC 2012 train/val. SynchronizedBatchNorm has been used in modified ResNet backbone.
Efficient-PyTorch
My best practice of training large dataset using PyTorch.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
hosts
镜像：https://coding.net/u/scaffrey/p/hosts/git
InsightFace-v2
PyTorch implementation of Additive Angular Margin Loss for Deep Face Recognition.
libfreenect2
Open source drivers for the Kinect for Windows v2 device
LSTM-Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
models
Models and examples built with TensorFlow
openface
Face recognition with deep neural networks.
Pedestrian_Detection_2
Program that detects pedestrians and accounts, using OpenCV in Python
pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
ProbabilityHomework
**科学院大学（计算所）《概率方法与随机图》课程作业与教材
pytorch-multi-label-classifier
A pytorch implemented classifier for Multiple-Label classification
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
pytorch_lmdb_imagenet
Use lmdb to speed up imagenet dataset
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
ResidualAttentionNetwork-pytorch
a pytorch code about Residual Attention Network. This code is based on two projects from
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
TrackR-CNN
TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)
unilm
UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities