3D virtual staining with 2D and 2.5D U-Nets
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Jul 29, 2023 - Jupyter Notebook
#
u-net-keras
Here are 23 public repositories matching this topic...
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.
opencv computer-vision deep-learning neural-network tensorflow linear-regression scikit-learn keras recurrent-neural-networks logistic-regression segmentation convolutional-neural-networks lstm-neural-networks keras-tensorflow cnn-classification u-net-keras
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Oct 21, 2024 - Jupyter Notebook
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.
python deep-learning tensorflow keras pandas python3 segmentation brain nueral-networks u-net tumor-detection brain-tumor-segmentation tumor-segmentation brats2018 brats18 brain-tumor-classification brats-dataset brain-tumor-detection u-net-keras
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Nov 15, 2024 - Jupyter Notebook
Voiceolation is a neural network for trained to extracts vocals from songs.
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Jan 27, 2022 - Python
U-NET used for semantic segmentation of cultivated land in remote sensing image
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Mar 7, 2024 - Python
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++.
deep-learning semantic-segmentation x-ray-images u-net radiograph-image unet-image-segmentation tooth u-net-plus-plus dental-panoramic-images u-net-keras
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Feb 6, 2022 - Jupyter Notebook
"Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray" by Debojyoti Pal, Pailla Balakrishna Reddy, and Sudipta Roy.
tensorflow medical-imaging chest-xray automatic-segmentation nih-chest-x-ray attention-unet u-net-keras
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Sep 1, 2023 - Jupyter Notebook
deep-learning wisdom semantic-segmentation x-ray-images tooth u-net-plus-plus dental-panoramic-images u-net-keras
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May 12, 2022 - Jupyter Notebook
Testing performances of different models of DL on a small training dataset of Solar Cells to find defects
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Nov 10, 2023 - Jupyter Notebook
U-Net from Scratch for Brain Tumor Segmentation
python deep-neural-networks deep-learning tensorflow mri medical-imaging segmentation mri-images brain-imaging brain-mri iou medical-image-processing u-net dice-coefficient mri-brain brain-mri-images healthcare-imaging ai-for-medical-diagnosis mri-brain-segmentation u-net-keras
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Jul 11, 2022 - Jupyter Notebook
Damaged image restauration using a GAN model with a U-Net with skip connection autoencoder as a generator
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Dec 26, 2022 - Python
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).
medical-imaging segmentation image-segmentation cnn-keras cnn-model medical-image-processing breast-cancer breast-cancer-tumor cnn-classification medical-image-segmentation unet-image-segmentation breast-cancer-classification unet-tensorflow breast-cancer-detection unet-segmentation u-net-keras
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Jul 12, 2023 - Jupyter Notebook
Visual analysis of the amount of advertising in the urban environment using computer vision (U-Net + PSP-Net) || Визуальный анализ заполненности городской среды элементами рекламы с помощью компьютерного зрения (U-Net + PSP-Net)
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Apr 3, 2023
Grayscale image colorization using a U-Net CNN (with VGG-19) and perceptual loss.
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Jun 11, 2024 - Python
Nucleia image segmentation with U-net...
deep-neural-networks deep-learning tensorflow image-processing convolutional-neural-networks image-segmentation-tensorflow nuclei-segmentation u-net-keras
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Mar 9, 2022 - Python
uav-image-segmentation for hurrican-hurvey-flood-damage by unet
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Nov 11, 2023 - Jupyter Notebook
Pothole Segmentation using a custom U-Net Segmentation model built and trained from scratch using TensorFlow and Keras
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Nov 15, 2023 - Jupyter Notebook
Harness the power of U-Net and advanced interpolation techniques to extract LST, emissivity, and NDVI from satellite images. Transform. raw satellite data into meaningful insights for climate analysis, agriculture, and urban studies
tensorflow image-processing pytorch seaborn matplotlib satellite-imagery resnet-50 resnet-18 resnet-34 resnet-101 resnet-152 landcover-classification uhi ndvi-index huggingface-datasets u-net-keras lse-index lst-index
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Apr 10, 2025 - Jupyter Notebook
A repo to contain CNN-based models for brain tumor segmentation
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Feb 9, 2022 - Jupyter Notebook
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