Johnny Lai's Projects
Scripts for build OpenCV on the NVIDIA Jetson Nano Developer Kit
:beers: :rocket: :city_sunset: face recognition project(pytorch)
Implementation of ConvMixer for "Patches Are All You Need? 🤷"
Deep Siamese network for low-resolution face recognition (2021, APSIPA ASC)
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
extract caffe model's parameters to numpy array, and write them to files
A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset
Automatically generate summary GitHub statistics images for your profile using Actions, no server required
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
Machine learning and computer vision container for Jetson Nano JetPack 4.6.1
Low-level Computer Vision library in Rust
An open source library for face detection in images. The face detection speed can reach 1000FPS.
Face Recognition on NVIDIA Jetson (Nano) using TensorRT
A hyperspherical face recognition library based on PyTorch
High-resolution Face Recognition via Deep Pore-feature Matching (2019, ICIP)
Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.
95.16% on CIFAR10 with PyTorch
Simple, online, and realtime tracking of multiple objects in a video sequence.
Low-Resolution Face Recognition Based on Identity-Preserved Face Hallucination (2019, ICIP)
C++ implementation of the paper "StrongSORT: Make DeepSORT Great Again"
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite