projects

A growing collection of your cool projects.

Personal
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Mask DINO + Guided Distillation for Semi-Supervised Instance Segmentation

This is a Modified repository, it is based on the original Guided Distillation for Semi-Supervised Instance Segmentation. We merge the functionalities of Mask DINO and Guided Distillation for Semi-Supervised Instance Segmentation (based on Mask2Former) into a unified codebase.
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Object Detection

Object detection is performed on ArgoverseHD-Dataset - Exploring YOLOv8 Models
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Statistical Learning

Welcome to the ISLP Exercise repository! This repository contains my hands-on exercises related to the book Introduction to Statistical Learning with Python concepts implemented in Python using Jupiter Notebooks.

Academic
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Modified Anytime Stereo Image Depth Estimation

This is a Modified repository, it is based on the original Anytime Stereo Image Depth Estimation on Mobile Devices.
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X-Ray Image Clustering

clustering X-ray images using the K-Means algorithm
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Segmentation on JSRT

instance segmentation model using the UNET to segment lungs and heart structures.
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Colonoscopy Segmentation

Colonoscopy Image Analysis with UNet
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Pulmonary Embolism CT scans Segmentation and Localization

The code for segmentation and localization tasks in Computer Aided Detection for Pulmonary Embolism (CAD-PE).
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CAD-PE Classification with Swin Transformer

the code for classifying Pulmonary Embolism (PE) in CT scans using the Swin Transformer model.
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NIH Chest-Xray Dataset Classification with Swin Transformer

the code for classifying Chest X-ray classification using the Swin Transformer Model.