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Niv Amos's Projects

enhancing-by-subtasks-components icon enhancing-by-subtasks-components

This project aims to tackle data scarcity in a specific task by training a single base model with multiple heads, each dedicated to a different NLP task. These "supporting tasks" aim to leverage shared knowledge across domains, enhancing the model's performance and robustness.

fiber_spread icon fiber_spread

Fiber Spread is a project to map the optic fibers spread in Israel.

patient-engagement-app icon patient-engagement-app

Patient Engagement is a mobile application, that its purpose is to create a user with details that will simulate a new coming patient to a medical procedure.

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

samed icon samed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

stylegan_style_transfer icon stylegan_style_transfer

We used a pre-trained stylegan(Nvidia) on the WikiArt dataset, and tested some style transfer techniques

travel-race-game icon travel-race-game

An original board game that I and my two friends created, using java and MVC pattern.

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