Saad Farah's Projects
This repository provides an overview of Segformer, architecture encoder in particular. Some details of Segformer can be misleaded, thus makes a short description here to help understand the model. Meanwhile, the code (Keras/TensorFlow) is also provided for supporting.
Awesome crypto trading bots
Predicting customer churn in banking is crucial for maintaining customer loyalty, reducing revenue loss, and optimizing marketing and retention efforts. By identifying at-risk customers beforehand, banks can take proactive measures to retain them, thereby improving customer satisfaction and profitability.
Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022
A CNN Regression Model to Estimate Buildings Height Maps Using Sentinel-1 SAR and Sentinel-2 MSI Time Series (IGARSS 2023)
This repository contains computer vision applications with OpenCV.
Learning Convolutional Neural Networks with Interactive Visualization.
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
This repository for intership at CodSoft in machine learning
ConvSegFormer - A convolution aided SegFormer architecture for detection of discontinuities in wrapped interferometric phase imagery of Sea Ice
Developed a fraud detection model using algorithms like Decision Trees and Random Forests.
DNA Engineering - Data & ML PFE Internship Home Assignment
CNN models for Solar Panel Detection and Segmentation in Aerial Images.
Exploratory Data Analysis (EDA) for smart cities.
flow-pilot is an openpilot based driver assistance system that runs on linux, windows and android powered machines.
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
QGIS Plugin to calculate the elevation of points within Great Britain from 10m & 50m OS NTF files
Using ChatGPT Function Caling to execute geospatial functions
UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.
🚀 Generate GitHub profile README easily with the latest add-ons like visitors count, GitHub stats, etc using minimal UI.
IM2ELEVATION : Building Height Estimation from Single-View Aerial Imagery
Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto
OpenMMLab Detection Toolbox and Benchmark
Implemented a machine learning model to predict movie genres based on plot summaries
Personal short implementations of Machine Learning papers
A shinyapp for the pliman package
Use React and Three.js inside Mapbox and Maplibre
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent