Ehabur's repositories
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
Deep-Performance-Evaluation-Tool
This project aims to provide the results in COCO dataset for different object detection models styles like Masked R-CNN, YOLO & SSD.
keras
Deep Learning for humans
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
Learn_Computer_Vision
This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube
maskrcnn
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Motion-Prediction-with-Kalman-Filter
Image Processing projects with Python and OpenCV
notebooks
Repository that contains my research
Object-Detection-Evaluation-Tool
Object Detection Evaluation Tools
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
optimizing-power-dispatch
This project utilizes convex optimization for optimal dispatch of power systems using convex DistFlow equations and cvxpy.
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
simple-machine-learning-examples
This repo contains simple machine learning examples using scikit-learn and Python.
simple-metrics
A light Python script that can compute accuracy, exact match, precision, recall, f1 score, and Hamming score.
Tensorflow-in-practise-Specialization
Four Courses Specialization Tensorflow in practise Specialization
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
TrainYourOwnYOLO
Train a state-of-the-art object detector from scratch!
tuning_playbook-for-training-models
A playbook for systematically maximizing the performance of deep learning models.
Vehicle-Detection-and-Tracking
Vehicle detection using Tensorflow Object Detection API and tracking using Kalman-filtering
VoTT
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.