Khoa Nguyen's Projects
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
Balanced-Contrastive-Learning
A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.
Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors
Pupil Tracking (Ganzin Technology, Inc)
UI For Data Collector Using OAK-D Camera
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535
Implementation of Elevators State Classifier (Open or Close) using PyTorch
Implementation of ENet (A Deep Neural Network Architecture for Real-Time Semantic Segmentation using PyTorch
A computer based NVR (Network Video Recorder) with AI capabilities
Basic Graph Neural Networks
An unofficial implementation of Graph WaveNet
image splicing locailzation using CNN
Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.
An unoffical implementation of "MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities"
MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion
Config files for my GitHub profile.
A parser, editor and profiler tool for ONNX models.
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
Reconstructing 3D points from stereoscopic images and output a 3D xyz file
Implementation of RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes (IEEE RAL) for RGB-D dataset using PyTorch
Scalabel: A versatile web-based visual data annotation tool
This is an unofficial Python demo of the Self-Supervised Label Generator (SSLG), presented in "Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic Wheelchairs. Our SSLG can be used effectively for self-supervised drivable area and road anomaly segmentation based on RGB-D data".
SOTA Semantic Segmentation Models in PyTorch
Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"
Using homography to swap the contents of two photo frames