Ahmed Nasr's repositories
Compendium-of-free-ML-reading-resources
Compendium of free ML reading resources
Fourier-Features
Implementation for the paper: 'Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains'
SIRENs
Implementation & Experiments with SIRENs: Implicit Neural Representations with Periodic Activation Functions
Transformer-From-Scratch
Implementing a Transformer model from the paper 'Attention is All You Need?' from scratch
courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
Anatomical-Context-Loss
Unofficial implementation for the Anatomical Context Loss.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
pinns-torch
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
RIR_Estimator
Unofficial Pytorch Implementation for Neural Network Room Impulse Estimation from Speech
self-supervised-approaches
Experiments with Self-Supervised approaches in Pytorch and Pytorch Lightning. This is intended to learn about the current SSL neural network methods
AutomaticVehicleInspection
This project was developed at HackZurich 2022 to participate at the Visual Sensing and Vehicle Health Challenge Challenge
arxiv-reader
Reads arXiv papers using Text-to-Speech
ml-deployment-k8s-fastapi
This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
Facial-Key-Point-Detection
A facial keypoint detection system that takes in any image with faces, recognizes and detects faces using Viola-Jones Algorithm, and predicts the location of 68 distinguishing key points on each face using a regression convolutional neural network.
point-pillars
A fast PointPillar-Multihead lidar detector
CenterPoint-1
Export CenterPoint PonintPillars ONNX Model For TensorRT
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
FogProof
FogProof is a WebApp that uses to AI & DL technology to help train drivers to beat weather conditions and gives them the edge to see through a rainy and foggy atmosphere.
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
Crystal
Enhance the quality of your videos
System-Monitor
Building htop-like system monitor tool for Linux
Route-Planning-Project
C++ implementation of A* Search Algorithm for finding the shortest path between two nodes on OpenStreetMap data.