zaghlol94's repositories
ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
CNN-architectures-pytorch
PyTorch implementation for the most used CNN architecture
pytracking
Visual tracking library based on PyTorch.
awesome-mlops
A curated list of references for MLOps
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
dl-visuals
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
PhotorealismEnhancement
Code & Data for Enhancing Photorealism Enhancement
res-mlp-pytorch
Implementation of ResMLP, an all MLP solution to image classification, in Pytorch
fiery
PyTorch code for the paper "FIERY: Future Instance Segmentation in Bird's-Eye view from Surround Monocular Cameras"
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Google-Maket-Stock-Prediction-using-RNN
Google Market Stock Prediction using RNN "Keras+Tensorflow"
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
self-attention-cv
Implementation of self-attention mechanisms for general purpose. Focused on computer vision modules. Ongoing repository.
realtime_panoptic
Official PyTorch implementation of CVPR 2020 Oral: Real-Time Panoptic Segmentation from Dense Detections
Deep_White_Balance
Reference code for the paper: Deep White-Balance Editing, CVPR 2020 (Oral). Our method is a deep learning multi-task framework for white-balance editing.
learnopencv
Learn OpenCV : C++ and Python Examples
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
ExtendedSumm
On Generating Extended Summaries of Long Documents
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Machine-Learning-Collection
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
svoice
We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.
retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface
Audio-Classification
Code for YouTube series: Deep Learning for Audio Classification
FGVC
[ECCV 2020] Flow-edge Guided Video Completion
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
mlcourse.ai
Open Machine Learning Course