DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
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Apr 29, 2024 - Python
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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
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).
Vision transformer and CNN implementations for image classification using PyTorch.
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.
AI-based survival prediction in glioblastoma using radiotherapy images and clinical data
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.
Comparison between ConvNeXt and ViT models for classification of gastrointestinal diseases
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!
Lightweight Python toolkit for fine-tuning image datasets with Parameter Efficient Fine Tuning (PEFT) and ViTs
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