Deep Fake Detection using Vision Transformer and Neural Network

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.

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

해외 여행지 이미지 기반 국내 여행지 추천 시스템

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).

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

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

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

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