IDU-CVLab

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10 repositories

COV19D_2nd
Public
ECCV 2022 Workshop: AI-enabled Medical Image Analysis – Digital Pathology & Radiology/COVID19 : An easy-to-understand and lightweight Transfer Learning-based solutions for COVID-19 diagnosis
image-processing image-cropping ct-images covid-19 macro-f1 deep-learning transfer-learning
Python
•1•10•1•0•Updated Jul 22, 2024Jul 22, 2024
COV19D
Public
ICCV 2021 Workshop: MIA-COV19D : A lightweight automated solution for COVID-19 diagnosis using image processing techniques and Convolutional Neural Networks
deep-learning image-classification lightweight-framework cnn-model medical-image-processing covid19-data macro-f1
Python
•4•4•0•0•Updated Jul 22, 2024Jul 22, 2024
COV19D_3rd
Public
ICASSP 2023: AI-enabled Medical Image Analysis Workshop and Covid-19 Diagnosis Competition (AI-MIA-COV19D): An accurate automated solution for COVID-19 diagnosis using UNet segmentation, lung extraction, and classification framework
classification unet segmentaion k-means-clustering region-based-segmentation macro-f1 cnn medical-imaging convolutional-neural-networks covid-19
Python
•0•3•1•0•Updated Jul 22, 2024Jul 22, 2024
NST_for_Gen
Public
Tubitak119e578 project: A novel detection and restoration pipeline for Phase Contrast Microscopy Time Series images
video-processing intensity-analysis detection-algorithm video-restoration
Python
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Other
•0•2•0•0•Updated Jun 17, 2024Jun 17, 2024
COV19D_4th
Public
A mobile-friendly solution for COVID-19 diagnosis from CT images using Mobile ViT transformers
transformers deeplearning ct-images covid-19 mobilevit
Python
•0•1•0•0•Updated Feb 15, 2024Feb 15, 2024
Pneumonia-Detection
Public
Extending our COVID-19 solution to Common Pneumonia cases
lightweight image-processing cnn ct pneumonia-detection covid-19
Python
•0•0•0•0•Updated Dec 29, 2023Dec 29, 2023
Distortion-Detection
Public
TUBITAK 119e578 project: A simple approach for Blank frame detection and video reconstruction
intensity-analysis frame-extraction video-reconstruction
MATLAB
•0•2•0•0•Updated Dec 14, 2023Dec 14, 2023
DeepFeaturesTracker
Public
End to end cell tracking code for TUBITAK 119e578 project.
deep-learning cell-tracking microscopic-images
Jupyter Notebook
•0•0•0•0•Updated Dec 14, 2023Dec 14, 2023
Images_Preprocessing_2nd
Public
Preprocessing images with focus on segmentation of CT slices
image-processing region-of-interest imagesegmentation ct-imaging deep-learning segmentation covid-19
Jupyter Notebook
•0•0•1•0•Updated Mar 12, 2023Mar 12, 2023
Images_Preprocessing
Public
Prerocessing the images before classification as well as visualizations aiming at understanding how the final model performs classification
histogram image-processing segmentation binarization grad-cam-visualization
Jupyter Notebook
•0•0•0•0•Updated Sep 23, 2022Sep 23, 2022