Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: swim-transformer

Romilagarwal/diabetic_retinoplasty

A hybrid deep learning framework for automated diabetic retinopathy detection combining EfficientNetB0 with Swin Transformer attention mechanisms. Features Bayesian uncertainty quantification through Monte Carlo Dropout, explainable AI visualizations with Grad-CAM, and specialized preprocessing techniques.

Language: Python - Size: 52.6 MB - Last synced at: 2 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

cosmic-heart/Anomaly-Crime-Activity-Detection 📦

Real Time Detection of Anomalous Activity From Videos (mainly crime actvity). Images of the video is trained using AutoEncoder to get the imtermediate feature representation of image & applied svm model for the bag of such features to detect the anomaly & LSTM to detect the type of Anomaly.

Language: Python - Size: 354 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 2

Related Keywords
deep-learning 2 swim-transformer 2 websocket 1 video-detection 1 pytorch 1 python 1 machine-learning 1 lstm 1 lrcn 1 face-recognition 1 efficientnetv2 1 docker 1 crime-detection 1 coat-net 1 anomaly-detection 1 pre-processing 1 monte-carlo-dropout 1 grad-cam-visualization 1 explianable-ai 1 efficientnet 1 bayesian-inference 1