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1amrutesh

Config files for my GitHub profile.

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-convnext

Anomaly detection and Localization using the ConvNext backbone

aomaly-resnet

Anomaly detection using ResNet

cflow-ad

Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

classification

Water Potability

computer-vision

Computer vision repository contains the driver drowsiness detection program using Haar Cascade and dlib

deep-learning

This repository contains deep learning programs.

draem

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hackathon

NLP Hackathon SIT-Aston

natural-language-processing

NLP Repository

padim-anomaly-detection-localization-master

This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.

padim-efficientnetv2

EfficientNetV2 based PaDiM

simplenet

supervised-learning

Supervised Learning projects

twin-contrastive-resnet

The Twin Contrastive Clustering with the Online Learning using the ResNet-50 backbone for MIAD Dataset

twin-contrastive-swin

The Twin Contrastive Clustering with Online Learning with Swin Transformer V2 backbone and other modifications

unsupervised-learning

Unsupervised Learning programs using techniques such as Clustering, Principle Component Analysis,