Son N. Nguyen's repositories
advancedhpc2022
Son Ngoc Nguyen 009
asyncrmi
A Modern Java RMI implementation
awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
ByteTrack
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
caffe
Caffe: a fast open framework for deep learning.
darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
deep_sort_yolov3
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Gather-Deployment
Gathers scalable tensorflow and infrastructure deployment
Learning-to-See-in-the-Dark
Learning to See in the Dark. CVPR 2018
MapReduce
USTH project
medium_articles
Jupyter Notebooks for my Medium articles
ml4a-ofx
A collection of openFrameworks apps for working with machine learning
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
OC_SORT
The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
paho.mqtt.python
paho.mqtt.python
proteinnet
Standardized data set for machine learning of protein structure
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
rgn
Recurrent Geometric Networks for end-to-end differentiable learning of protein structure
ripme
Downloads albums in bulk
shopping_behaviour_model
Modeling and simulation of shopping in population
simple_fisheye_calibrator
Simple GUI-based correction of fisheye images. The correction parameters specified on the screen can be diverted to opencv's fisheye correction parameters. Supports execution via Docker.
slate
Beautiful static documentation for your API
Spatial-Temporal-Re-identification
Spatial-Temporal Re-identification
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Tensorflow-TensorRT
This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.
TensorFlow-Tutorials-1
TensorFlow Tutorials with YouTube Videos
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS