GitHub topics: u-net-keras

Repositories

Pegah-Ardehkhani/Brain-MRI-Segmentation

U-Net from Scratch for Brain Tumor Segmentation

Language: Jupyter Notebook - Size: 8 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

AHMEDSANA/Binary-Class-Brain-Tumor-Segmentation-Using-UNET

We segmented the Brain tumor using Brats dataset and as we know it is in 3D format we used the slicing method in which we slice the images in 2D form according to its 3 axis and then giving the model for training then combining waits to segment brain tumor. We used UNET model for our segmentation.

Language: Jupyter Notebook - Size: 65.4 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 2

mahartariq/Tariq-ML-Models

This repository contains the ML and DL projects I implemented during my Bachelor's degree. It reflects the knowledge I gained from books and online sources. The models are trained on problems in NLP, Computer Vision, and more. This repository highlights my learning journey and the variety of projects I completed during my Bachelor's studies.

Language: Jupyter Notebook - Size: 197 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 25 - Forks: 1

janiavdv/colorizer Fork of johnsfarrell/rgbaddies

Grayscale image colorization using a U-Net CNN (with VGG-19) and perceptual loss.

Language: Python - Size: 503 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

saeid436/Image-Segmentation-Unet

Nucleia image segmentation with U-net...

Language: Python - Size: 4.88 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

25jia/U-Net

U-NET used for semantic segmentation of cultivated land in remote sensing image

Language: Python - Size: 30.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 2

mehta-lab/microDL 📦

3D virtual staining with 2D and 2.5D U-Nets

Language: Jupyter Notebook - Size: 171 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 7

arrafi-musabbir/uav-image-segmentation

uav-image-segmentation for hurrican-hurvey-flood-damage by unet

Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

WKirejew/SolarCells_AutomatedDefectDetection_withDL

Testing performances of different models of DL on a small training dataset of Solar Cells to find defects

Language: Jupyter Notebook - Size: 1.47 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sawsanowa/Age_Estimation_Using_LL3rdM

Language: Jupyter Notebook - Size: 77.9 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

sawsanowa/LL3rdM-Segmentation-Detection-Extraction

Using deep learning a U-net architecture is used to make segmentation, detection, and extraction of the lower left third molar. The result of the proposed U-net is compared with Attention U-net and U-net++.

Language: Jupyter Notebook - Size: 74.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

Dynamo13/Attention_UWNet

Novel Attention U-Net architecture

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

kaledhoshme123/Breast-cancer-segmentation-malignant-benign-normal-

Breast cancer is one of the most common causes of death among women worldwide. Early detection helps reduce the number of premature deaths. In the study, I am working on creating a convolutional neural network capable of identifying tumor areas within medical images (which were taken with ultrasound).

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0