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jdeguia's Projects

retraining-tensorflow-classifier-using-video icon retraining-tensorflow-classifier-using-video

Script to convert all MP4 videos in a zip archive to JPG frames at a desired FPS with unique names. It will then retrain the top layers of a binary image classifier using TensorFlow using these extracted images.

rise icon rise

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

simulator icon simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

social-distancing-detector icon social-distancing-detector

In this, I am attaching my code for building a Social Distancing Detector to detect if a crowd is practicing Social Distancing or not using a sample video.

suppress-for-release icon suppress-for-release

Demonstrates the methods of suppressing small cell counts in a provincial surveillance system to prepare data for public release

swg-ssig icon swg-ssig

GA4GH Software Security Implementation Guide

tfjs icon tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

traffic-light-classification icon traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

tybalt icon tybalt

Training and evaluating a variational autoencoder for pan-cancer gene expression data

vott icon vott

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

yolo icon yolo

Object Detection with You Only Look Once computer vision algorithm

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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