Mostafa Zaghloul's starred repositories
dash-multi-page-app-demos
Minimal examples of multi-page apps using Dash Pages
ml-study-plan
The Ultimate FREE Machine Learning Study Plan
pixel_link
Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018
yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
Fundamentals-of-Digital-Image-and-Video-Processing-course
This repository contains python notebooks taken from Coursera course "Fundamentals of Digital Image and Video Processing", taught at Northwestern University
awesome-multiple-object-tracking
Resources for Multiple Object Tracking (MOT)
Machine-Learning
This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.
insightface
State-of-the-art 2D and 3D Face Analysis Project
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Mask-RCNN-TF2
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
hybrid-recommender-system
Jupyter Notebook with exercises on how to create a Hybrid Recommender System (Collaborative Filtering / Content-Based)
Best_AI_paper_2020
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
opencv_TLD
TLD:tracking-learning-detection 跟踪算法
YOLOv4_with_OpenImagesV4_GoogleColab
YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)