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Kunyan Li's Projects

bubblenets icon bubblenets

Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

dataloaders_dali icon dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

deeplab_v2 icon 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 icon 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.

deepped icon deepped

Convolutional Neural Networks for Pedestrian Detection

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hosts icon hosts

镜像：https://coding.net/u/scaffrey/p/hosts/git

insightface-v2 icon insightface-v2

PyTorch implementation of Additive Angular Margin Loss for Deep Face Recognition.

libfreenect2 icon libfreenect2

Open source drivers for the Kinect for Windows v2 device

lstm-human-activity-recognition icon 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 icon models

Models and examples built with TensorFlow

openface icon openface

Face recognition with deep neural networks.

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

probabilityhomework icon probabilityhomework

**科学院大学（计算所）《概率方法与随机图》课程作业与教材

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