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Hi πŸ‘‹, I'm Saad Farah

A passionate Full stack web developer and Data Scientist enthusiast πŸ“ˆπŸ‘¨β€πŸ’»πŸ“‰

saadfrh

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Saad Farah's Projects

an-overview-of-segformer-and-details-description icon an-overview-of-segformer-and-details-description

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.

bank-customer-churn-prediction-eda-modeling- icon bank-customer-churn-prediction-eda-modeling-

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.

buildformer icon buildformer

Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022

cmpt-vision-v1 icon cmpt-vision-v1

This repository contains computer vision applications with OpenCV.

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codsoft icon codsoft

This repository for intership at CodSoft in machine learning

convsegformer icon convsegformer

ConvSegFormer - A convolution aided SegFormer architecture for detection of discontinuities in wrapped interferometric phase imagery of Sea Ice

flowpilot icon flowpilot

flow-pilot is an openpilot based driver assistance system that runs on linux, windows and android powered machines.

ganlab icon ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

gbelevation icon gbelevation

QGIS Plugin to calculate the elevation of points within Great Britain from 10m & 50m OS NTF files

geoseg icon geoseg

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.

im2elevation icon im2elevation

IM2ELEVATION : Building Height Estimation from Single-View Aerial Imagery

image-super-resolution icon image-super-resolution

Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper

lod2buildingmodel icon lod2buildingmodel

SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

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