DefTruth's Projects
Low-precision matrix multiplication
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
package google mediapipe hand and holistic tracking into a dynamic link library
CrossInfoNet of CVPR 2019 for hand pose estimation
Handpose Estimation
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
Head pose estimation by TensorFlow and OpenCV
head pose estimation
Pytorch implementation of FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.
[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"
Tensorflow implementation of Image Caption model based on SeqGAN
opencv
A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源汇总 シーンテキストの位置認識と識別のための論文リソースの要約
Unreal Engine Character World Interaction Components Set
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
Source code for CVPR 2021 paper "Riggable 3D Face Reconstruction via In-Network Optimization"
State-of-the-art 2D and 3D Face Analysis Project
InverseRenderNet: Learning single image inverse rendering, CVPR 2019.
Code and models of our arXiv paper "IPN Hand: A Video Dataset and Benchmark for Real-Time Continuous Hand Gesture Recognition"
IRGAN SIGIR paper experimental code
python爬取QQ音乐某个歌手的全部专辑歌词并生成文字云图片