Sunxy's repositories
Bus-Driver-Behavior-Detection
CNN+LSTM; Video classification; Four categories（Normal; Smoking; Using mobile; Off seat）
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
cocoevalbyclass
Print AP and AR by class, by modification in cocoeval.py
CorrPM
Pytorch implementation of CVPR2020 paper "Correlating Edge, Pose with Parsing"
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
Emotional-Analysis-of-Internet-News
“互联网新闻情感分析”赛题，是CCF大数据与计算智能大赛赛题之一。对新闻情绪进行分类，0代表正面情绪、1代表中性情绪、2代表负面情绪。
git
Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.
Grad-CAM.pytorch
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
imooc_miaosha
该项目是本人学习慕课网[Java秒杀系统方案优化 高性能高并发实战]后上传的源代码以及课程笔记.
json-to-csv
Nested JSON to CSV Converter
MMCNN
Multi-Memory Convolutional Neural Network for Video Super-Resolution
models
Models and examples built with TensorFlow
Online-Realtime-Action-Recognition-based-on-OpenPose
A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.
project-posenet
Human Pose Detection on EdgeTPU
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
RSGNet
The project is an official implementation of our paper " RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation"
Sentiment-Classification-LSTM-in-Pytorch
Sentiment Classification
SMOKE
SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation
smoking-faces
This is a command line tool that analyze videos and detects if a person is smoking.
SOR
implementation of "Salient Object Ranking with Position-Preserved Attention"
tf-pose-estimation
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Tiny_Faces_in_Tensorflow
A Tensorflow Tiny Face Detector, implementing "Finding Tiny Faces"
UniPose
We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single stage, with high accuracy, without relying on statistical postprocessing methods. The Waterfall module in UniPose leverages the efficiency of progressive filter- ing in the cascade architecture, while maintaining multi- scale fields-of-view comparable to spatial pyramid config- urations. Additionally, our method is extended to UniPose- LSTM for multi-frame processing and achieves state-of-the- art results for temporal pose estimation in Video. Our re- sults on multiple datasets demonstrate that UniPose, with a ResNet backbone and Waterfall module, is a robust and efficient architecture for pose estimation obtaining state-of- the-art results in single person pose detection for both sin- gle images and videos.