yiweichen04

2048-ai

AI for the 2048 game

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

AAE-tensorflow

Tensorflow implementation of Adversarial Autoencoders (https://arxiv.org/abs/1511.05644)

aanet

AANet: Adaptive Aggregation Network for Efficient Stereo Matching, CVPR 2020

ABCPruner

Pytorch implementation of our IJCAI 2020 -- Channel Pruning via Automatic Structure Search

AdaBins

Official implementation of Adabins: Depth Estimation using adaptive bins

content_producer

diabetic-retinopathy-1

Diabetic Retinopathy: Segmentation, Grading and Localization

retina_dataset

Retina dataset containing 1) normal 2) cataract 3) glaucoma 4) retina disease

STFT-fingerprint-enhancement

Automatically exported from code.google.com/p/sharat-cubs

yiweichen04/Learned-image-compression-with-GLLMM

The code of the Learned Image Compression with Discretized Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules

yiweichen04/LC-model-compression

Model compression by constrained optimization, using the Learning-Compression (LC) algorithm

yiweichen04/sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

yiweichen04/micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

yiweichen04/voice_datasets

🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).

yiweichen04/Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

yiweichen04/triplet_loss_kws

Learning Efficient Representations for Keyword Spotting with Triplet Loss

yiweichen04/Pytorch-HarDNet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

yiweichen04/Yolo-Fastest

:zap: Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+

yiweichen04/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

yiweichen04/rpg_ramnet

Code and datasets for the paper "Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction" (RA-L, 2021)

yiweichen04/Lite-HRNet

This is an official pytorch implementation of Lite-HRNet: A Lightweight High-Resolution Network.

yiweichen04/Endo-Depth-and-Motion

yiweichen04/rpg_e2depth

Code for Learning Monocular Dense Depth from Events paper (3DV20)

yiweichen04/orb_slam_2_ros

A ROS implementation of ORB_SLAM2

yiweichen04/arXiv2020-RIFE

RIFE: Real-Time Intermediate Flow Estimation for Video Frame Interpolation

yiweichen04/CDFI

Code of paper "CDFI: Compression-Driven Network Design for Frame Interpolation", CVPR 2021

yiweichen04/GMA

Learning to Estimate Hidden Motions with Global Motion Aggregation

yiweichen04/rpg_asynet

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

yiweichen04/event-based_vision_resources

yiweichen04/Face-Detection

Face recognition with OpenCV, Python, and deep learning

yiweichen04/openvslam-1

This is a community fork of https://github.com/xdspacelab/openvslam

yiweichen04/better-flow

Motion compensation for event-based cameras using gradient of timestamps

yiweichen04/FacePose_pytorch

🔥The pytorch implement of the head pose estimation(yaw,roll,pitch) and emotion detection with SOTA performance in real time.Easy to deploy, easy to use, and high accuracy.Solve all problems of face detection at one time.(极简，极快，高效是我们的宗旨)

yiweichen04/Data-Science-Wiki

A wiki of DataScience, Statistics, Maths, R,Python, AI, Machine Learning, Automation, Devops Tools, Bash, Linux Tutorials, Scripts and Datasets

yiweichen04/denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

yiweichen04/ORB_SLAM2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

yiweichen04/Bringing-a-Blurry-Frame-Alive-at-High-Frame-Rate-with-an-Event-Camera

code, data and result

yiweichen04/nncf

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

yiweichen04/DCDC

This is the official Pytorch implementation of DCDC: https://arxiv.org/abs/2103.05484