Amr Abdellatif's repositories
ONNX_Course_material
Repo explaining basic ways to use ONNX with different frameworks
Building-a-Vision-Transformer-from-scratch-using-PyTorch
In This Repo I've Built Vision Transformer using PyTorch
NLP-Tranformer-from-scratch-with-PyTorch-AMP
Implementation of NLP transformer with Automatic mixed precision and a few optimizations out of the box
Automatic-Mixed-precision-training---PyTorch
Automatic Mixed precision training with PyTorch with 3060 Nvidia RTX 6GB Ram
HyperParameters-Tuning-using-Optuna---PyTorch
starter pack for Hyperparameters Tuning using OPTUNA - PyTorch model
Autoregressive-character-level-language-model---Makemore
Step by Step walkthrough for Make-more by Andrej karpathy
End-to-End-language-detection---translator
This repo implements a basic language detector and bi-language translator - Arabic -> English and vice cersa
Building-vision-API-endpoint-for-images-classification-using-ResNet50
Building API-endpoint for image classification with simple test using ResNet50 in ONNX format
Building-Translator-API-endpoint-using-HF
This repo implements an API-endpoint English-French Translator using hugging-face library, Training was introduced based on Nvidia RTX-3060 6GB memory.
Gan-series-DCGAN-implmented-from-scratch-using-PyTorch
In This Repo I've Built DC-GAN as a part of Gan Series I'm Building
Building-Early-stopping-using-PyTorch
Building Early Stopping mechanism using PyTorch
Ways-to-build-PyTorch-models-and-to-improve-your-readability
This repo i made to build a intuition around building models in pytorch
Yolo-V9-from-roboflow-to-kaggle
This repo gives you the ability to connect a RoboFlow dataset to Kaggle notebok and using the Gpu's for training and evaluation
learn-deep-learning-using-pytorch
This Repo is for spreading knowledge about PyTorch for the Arabian Community
Scientific-Paper-i-ve-Read
This Repo is about the scientific papers i've read
End-to-End-Mlops-with-MLFlow
End to End MLops with Mlflow project with Github actions and docker image
Mistakes-and-solutions-Related-to-building-models-PyTorch
This repo is for knowledge sharing related to problems i've faced during building ML and DL models - using PyTorch and other tools
Fine-Tuninng-Pre-Trained-Vision-models-PyTorch
In This repo i FineTuned a Pretrained ResNet18 model from PyTorch library
Kaggle-Datasets-fruit-Classification-using-PyTorch_acc90
This Repo is analysis of kaggle dataset https://www.kaggle.com/datasets/alihasnainch/fruits-dataset-for-classification/data
Autoregressive-Models-for-Time-Series---Sequence-modelling
Autoregressive modelling for time-series used from Andrej Karpathy shakespeare data
building-a-simple-recommendation-system-using-pytorch
Building a simple PyTorch Recommendation System
security_camera_using_yolo_V8
Using Yolo V8 - this is implmentation object detection that behave as a security camera when detecting people
Building-ResNet-from-scratch-using-PyTorch
This repo Implements ResNet using PyTorch
Breaking-vision-models-using-Adversarial-attack
PyTorch implmentation of Breaking Resnet 50 model using Adversarial Attack
Books-i-ve-Read
This Repo is about Books i've read and found very useful during my learning journey
Variational-AutoEncoder-implmented-in-PyTorch
PyTorch implementation of VAE's
Mobile-Net-implmentation-using-PyTorch
Pytorch implmentation of paper MobileNet v1
U-Net_implmented_by_PyTorch-carvana-dataset-Kaggle
PyTorch implmentation of U-Net paper on Carvana Dataset from Kaggle