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sohag_00013's Projects

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

de_kfe icon de_kfe

Key Frame Extraction using Differential Evolution

easy-fpn.pytorch icon easy-fpn.pytorch

An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.

faceshifter icon faceshifter

Unofficial PyTorch Implementation for FaceShifter (https://arxiv.org/abs/1912.13457)

football_analysis icon football_analysis

This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos

guides icon guides

Guides for learning + doing better web and app development. Created by Coding for Entrepreneurs.

luminoth icon luminoth

Deep Learning toolkit for Computer Vision.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

nlp-in-practice icon nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

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