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Nguyen Hoang Nguyen's Projects

alpr_system icon alpr_system

Automatic License Plate Recognition System for Vietnamese Plates

bmw-yolov3-training-automation icon bmw-yolov3-training-automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. Training with YOLOv3 has never been so easy.

ccpd icon ccpd

[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition

color_recognition icon color_recognition

:art: Color recognition both on a webcam stream in real-time, on video and on a single image using K-Nearest Neighbors Machine Learning classification algorithm is trained with Color Histogram Features.

craft-pytorch icon craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deepeye icon deepeye

NVIDIA DeepStream based Video Analytics

deepstream_python_apps icon deepstream_python_apps

A project demonstrating use of Python for DeepStream sample apps given as a part of SDK (that are currently in C,C++).

edgerealtimevideoanalytics icon edgerealtimevideoanalytics

An example of using Redis Streams, RedisGears, RedisAI and RedisTimeSeries for Realtime Video Analytics (i.e. counting people)

experimenting-with-sort icon experimenting-with-sort

Experimenting with sort different classical tracking algorithms for real time multiple object tracking (MOT)

facemaskdetection icon facemaskdetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

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