realphongha's repositories
vision-camera-resize-plugin
A VisionCamera Frame Processor plugin for fast buffer resizing
human-pose-estimation.pytorch
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Silent-Face-Anti-Spoofing
静默活体检测（Silent-Face-Anti-Spoofing）
AlphaPose
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
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.
PSA
This is an official implementation of "Polarized Self-Attention: Towards High-quality Pixel-wise Regression"
coco-manager
Scripts to manage COCO datasets
TransPose
TransPose: Towards explainable human pose estimation by Transformer. Keypoint localization via Transformer.
Realtime-Action-Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
movies-business-analysis
Business analysis for movies based on some sources of data like IMDb, wikipedia. Including crawler and a demo webapp.
HRNet-Facial-Landmark-Detection
This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
head-pose-estimation
Head pose estimation by TensorFlow and OpenCV
facial-landmark-detection-hrnet
A TensorFlow implementation of HRNet for facial landmark detection.
face-mesh-generator
Generate face mesh dataset using Google's FaceMesh model.
imdb-rating-prediction
Small program that crawls movies from IMDB (using API from http://www.omdbapi.com), preprocesses the data and trains ML models to predict movies' rating.
cnn-facial-landmark
Training code for facial landmark detection based on deep convolutional neural network.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
auto-annotating
Small tool to automatically annotate data labels for object detection.
3DDFA_V2
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
word2vecVN
Pre-trained Word2Vec models for Vietnamese
learn-tensorflow
Just a project to learn about deep learning and tensorflow
web-technologies
Source code for labs and big projects (Web technologies and e-services course - IT4409).
image.vim
View images in Vim, because Vim is awesome!
Ultralight-SimplePose
Ultra-lightweight human body posture key point CNN model. ModelSize:2.3MB HUAWEI P40 NCNN benchmark: 6ms/img,
Vehicle-Car-detection-and-multilabel-classification
使用YOLO_v3_tiny和B-CNN实现街头车辆的检测和车辆属性的多标签识别 Using yolo_v3_tiny to do vehicle or car detection and attribute's multilabel classification or recognize
tron_game_ai
A bot to play the Tron game.
VTuber_Unity
Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!