Discover datlife/deepcom Open Source project by Dat Nguyen (@datlife)

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datlife

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[NOT OFFICIAL VERSION] Communication Algorithms via Deep Learning. Paper: https://arxiv.org/abs/1805.09317

jetson-car

Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316

C++

179

yolov2

YOLOv2 Implementation in TF/Keras. Allowing to experiment on different feature detectors (MobileNet, Darknet-19). Paper: https://arxiv.org/abs/1612.08242

Python

tensorflow-on-nvidia-jetson

Make life easier with ready-to-install Tensorflow for NVIDIA Jetson TK1

vehicle-tracker

Vehicle Detection and Tracking using Blob Algorithm + Linear SVC (or YOLO V2)

Jupyter Notebook

advance-lane-finding

Advance Lane Finding Technique using OpenCV

Jupyter Notebook

traffic-sign-classifier

Traffic Sign Classifier using TensorFlow

Jupyter Notebook

faceid

Implementation of iPhone X's FaceID in TensorFlow using ResNet50 / Batch Hard Triplet Loss

Python

tsr

Thermographic Signal Reconstruction Algorithm for Non-Destructive Testing. http://adsabs.harvard.edu/abs/2003OptEn..42.1337S

MATLAB

portrait

Semantic Image Segmentation. Paper: https://research.googleblog.com/2018/03/semantic-image-segmentation-with.html

Python

steering-model

Autonomous Driving Model using TensorFlow/Keras

Python

carID

A Batch-hard Triplet Loss implementation for Car Re-identification. Paper: https://arxiv.org/abs/1703.07737

Python

visualize-tsne

This repo contains example of how to train/evaluate a tensorflow model and visualize result on Tensorboard.

Python

behavioral-cloning

Teach the CNN Model to mimic human driving behavior using Keras

Python

CarND

Notes for my Self-Driving Car Course at Udacity

C++

docker-spark

Dockerfile

interactive-gan-visualizer

Interactive Image Generator with Generative Adversarial Network

JavaScript

webcam-calibration-tool

OpenCV Camera Calibration Toolbox using a Chessboard

C++

extended-kalman-filter

Sensor Fusion Project using LiDar and Radar sensors to estimate current pose of object (position, velocity) in 2D Plane

C++

homelab-monitoring-system

Monitoring System for my HomeLab with Grafana / Promethesus. Provisioned by Ansible

cali-accidents

Visualization of California Traffic Fatalities in 2017

HTML

radioml

Jupyter Notebook

unscented-kalman-filter

An Unscented Kalman Filter Implementation in C++

Jupyter Notebook

cis26b

Advanced C Programming

datlife/deepcom

datlife

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