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Iftikhar Ahmad's Projects

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

cat_or_no_cat icon cat_or_no_cat

This a classification of pictures of cats using logistic regression

cifar-vgg icon cifar-vgg

VGG16 models for CIFAR-10 and CIFAR-100 using Keras

cvt icon cvt

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

darknet-1 icon darknet-1

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

edgenext icon edgenext

Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".

esrgan icon esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

imageclassification icon imageclassification

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

irisdetection icon irisdetection

A walkthrough demonstrating how to build a keypoint detection model for iris detection

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