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Johnny Lai's Projects

buildopencv icon buildopencv

Scripts for build OpenCV on the NVIDIA Jetson Nano Developer Kit

cavaface icon cavaface

:beers: :rocket: :city_sunset: face recognition project(pytorch)

convmixer icon convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

dl-docker icon dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

facial-expression-recognition.pytorch icon facial-expression-recognition.pytorch

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

github-stats icon github-stats

Automatically generate summary GitHub statistics images for your profile using Actions, no server required

hardnet icon hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

jetson-docker icon jetson-docker

Machine learning and computer vision container for Jetson Nano JetPack 4.6.1

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

opensphere icon opensphere

A hyperspherical face recognition library based on PyTorch

porenet icon porenet

High-resolution Face Recognition via Deep Pore-feature Matching (2019, ICIP)

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

sr_lrfr icon sr_lrfr

Low-Resolution Face Recognition Based on Identity-Preserved Face Hallucination (2019, ICIP)

strong-sort-cpp icon strong-sort-cpp

C++ implementation of the paper "StrongSORT: Make DeepSORT Great Again"

super-gradients icon super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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