DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Repository for Master thesis project investigating classification of 3D chest CT scans using Vision Transformer.

Experimental removal / shuffling of layers in CLIP ViT + Text Transformer

Deep Fake Detection using Vision Transformer and Neural Network

This repository presents a radiodosiomics framework for personalized [¹⁷⁷Lu]Lu-PSMA-617 RLT in mCRPC. It includes feature selection and ML models using clinical, radiomic, and dosiomic features, plus nnU-Net and Swin UNETR DL models with SSL to predict Monte Carlo–based dose rate maps.

Vision transformer and CNN implementations for image classification using PyTorch.

Final project for the master's degree in Computer Science course "Advanced Machine Learning" (AML) at the University of Rome "La Sapienza" (A.Y. 2023-2024).

MPS-accelerated Brain Tumour Segmentation task based on BraTS '21 task dataset. Uses a hybrid Swin-UNETR + CNN architecture. Optimized for Apple Silicon (M-chip) systems using MPS.

ViT image classification using keras

this is tracking system designed for tracking the objects that are same visually ,this repo contains code that track the trajectories of individual objects ,count the objects at each frame and much more

This repo showcase the ENPM673: Perception for Autonomous robots final project. A vision transformer (ViT) architecture SegFormer, has been replicated for implementing semantic segmentation. Furthermore, it was deployed on raspberry pi with pi cam setup for validating the real-time performance.

Code for the paper "Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension" [https://arxiv.org/abs/2305.15203] -- Now +CLIP!

Like Golden Gate Claude, but with a CLIP Vision Transformer ~ feature activation manipulation fun!

Comparison between ConvNeXt and ViT models for classification of gastrointestinal diseases

해외 여행지 이미지 기반 국내 여행지 추천 시스템

Lightweight Python toolkit for fine-tuning image datasets with Parameter Efficient Fine Tuning (PEFT) and ViTs