unet-model

Here are 24 public repositories matching this topic...

DebeshJha / ResUNetPlusPlus

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

tensorflow pytorch attention image-segmentation unet residual-networks medical-image-segmentation conv2d aspp squeeze-and-excitation pytorch-implementation unet-model resunet resunet-plus-plus resunet-architecture

Updated Oct 17, 2023
Python

yueureka / WildFireDetection

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Using U-Net Model to Detect Wildfire from Satellite Imagery

docker ai deep-learning satellite-imagery databricks wildfire unet-model streamlit wildfire-detection sparkaisummit

Updated Feb 25, 2024
HTML

EthanCalf / 7th_Teidi_ChanllengeCup_MedicalImageSegmentation

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第7届泰迪杯挑战赛B题（一等奖）医学图像分割部分代码分享

image-classification image-segmentation medical-image-processing tversky unet-image-segmentation unet-model

Updated Jun 2, 2019
Python

DebeshJha / UNet-insturment-segmentation

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Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

tensorflow image-segmentation unet semantic-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation surgical-instrument surgical-instrument-segmentation

Updated Oct 25, 2023
Python

Brain-Tumor-Segmentation / brain-tumor-segmentation-using-deep-neural-networks

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The project presents a comparative study of Brain Tumor Segmentation using 3 approaches - 1) Sobel Operator and U-Net, 2) V-Net, 3) W-Net

deep-learning image-processing segmentation convolutional-neural-networks unet convolutional-neural-network skip-connections brain-tumor-segmentation unet-image-segmentation unet-keras unet-tensorflow unet-model unet-segmentation vnet2d sobel-operator wnet resblock sobel-edge-detection vnet-segmentation

Updated Oct 11, 2021
Jupyter Notebook

filippogiruzzi / semantic_segmentation

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Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet

Updated Mar 24, 2023
Python

luiserrador / IndVertSeg_VerSe

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Iterative Vertebrae Segmentation - VerSe dataset

machine-learning deep-learning tensorflow unet segmentation-network medical-image-segmentation unet-3d unet-tensorflow unet-model segmentation-models tensorflow2 unet-segmentation tensorflow-segmentation

Updated Apr 24, 2025
Python

upashu1 / Pytorch-UNet-2

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UNet 2.0 - Pytorch implementation of the U-Net 2.0 for image semantic segmentation, with processing blocks for noisy images

cnn pytorch microarray image-segmentation unet unet-pytorch unet-image-segmentation unet-model unet2 microarray-image-segmentation-cnn microarray-deep-learning image-segmenation-unet

Updated Oct 4, 2019
Python

ashishpatel26 / Semantic-Segmentation-Keras-Tensorflow-Example

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Semantic Segmentation Example

keras segmentation unet semantic-segmentation keras-tensorflow unet-pytorch unet-image-segmentation unet-keras unet-model tensorflow-keras unet-segmentation

Updated Nov 11, 2020
Jupyter Notebook

NishantkSingh0 / UNET-Image-Segmentation

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Used UNET approach to remove background and classify body parts from image.

tensorflow numpy matplotlib unet-model huggingface

Updated Jun 27, 2024
Jupyter Notebook

CAAI / brainPETNR

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Code used in relation to the neurodegenerative disorder study with [11C]PiB and [18F]FE-PE2I tracers (2022). Image preparation, model inference and metrics extraction.

denoising-autoencoders positron-emission-tomography unet-model brain-scans

Updated Jun 22, 2023
Python

tlatkowski / u-net-tpu

Sponsor

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Tensorflow implementation of U-Net model with TPU Estimator support.

deep-learning tensorflow image-processing cnn vision image-classification image-recognition convolutional-neural-networks image-segmentation google-cloud-platform unet tensorflow-models encoder-decoder distributed-training u-net tpu unet-image-segmentation unet-tensorflow unet-model

Updated Nov 20, 2018
Python

nuvita97 / music-source-separation

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Music Source Separation web application using U-Net model with 2 main features: Audio Separation & Karaoke

css python deep-neural-networks audio-segmentation unet-model fastapi streamlit

Updated Feb 2, 2024
Jupyter Notebook

masoudshahrian / DeepLearning-Code

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Deep learning Projects with code

python nlp machine-learning algorithms tensorflow image-processing artificial-intelligence transformer dropout dcgan nltk autoencoder segmentation cnn-model keras-tensorflow spooling unet-model stylegan

Updated Mar 28, 2025
Jupyter Notebook

Spectrewolf8 / aerial-image-road-segmentation-xp

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A U-Net-50 model for segmenting road networks in aerial images. Trained on the Massachusetts Roads Dataset, the model accurately identifies and segments roads, making it ideal for applications in urban planning and autonomous driving

python machine-learning computer-vision transformers cnn-model keras-tensorflow unet-image-segmentation road-segmentation unet-model