KHOA TRAN's Projects
OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.
Open Source Computer Vision Library
Decode pdf417 barcode in text mode(only)
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
DeepLab resnet v2 model in pytorch
Pytorch implementation of pix2pix for various datasets.
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Official Code for 'Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction' - ACM Multimedia2021 (ACMMM2021) Accepted Paper Task: Video Quality Enhancement / Video Compression Artifact Reduction
code
Siamese and triplet networks with online pair/triplet mining in PyTorch
Transformer (Attention is all you need)
task.json, openCV
Transformer OCR
Zero-DCE code and model