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anomaly_detection_resources_4_beginners

Curated List of resources for the Anomaly detection task for the beginners. The work is created in the paradigms of academic requirements of University of Udine, to assist the new grad students in this field.

covid19_realtime_social_distance_check

Checking in real time if people are maintaining safe distance in public during COVID19

covid_mask_detector

Real-Time Mask Detector

datascience

Curated list of Python resources for data science.

greenops

Software to measure the footprints of deep learning models at training, testing and evaluating to reduce energy consumption and carbon footprints.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

improving_unsupervised_defect_segmentation

This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

piade

A neural network for image anomaly detection with deep pyramidal representations and dynamic routing (published paper)

proctoring-ai

Creating a software for automatic monitoring in online proctoring

python

Machine Learning Projects implemented in Python

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

r_codes

Codes for various Machine Learning Applications Using R

r_codes_time-series

Time Series Modelling in R

real-time_human_emotion_recognition

Pytorch Implementation of real time human emotion recognition

vt-adl

A Vision Transformer Network for Image Anomaly Detection and Localization