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GitHub topics: unet-model

masoudshahrian/DeepLearning-Code

Deep learning Projects with code

Language: Jupyter Notebook - Size: 6.61 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 3 - Forks: 0

nuvita97/music-source-separation

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

Language: Jupyter Notebook - Size: 162 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Corsi01/DeepLearning-Segmentation

Project on Semantic Segmentation of brain tumor on BraTS'19 Dataset

Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

yueureka/WildFireDetection

Using U-Net Model to Detect Wildfire from Satellite Imagery

Language: HTML - Size: 62.5 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 72 - Forks: 33

Spectrewolf8/aerial-image-road-segmentation-xp

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

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Snigdho8869/Image-Segmentation-Projects

Collection of notebooks for image segmentation tasks.

Language: Jupyter Notebook - Size: 4.24 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

luiserrador/IndVertSeg_VerSe

Iterative Vertebrae Segmentation - VerSe dataset

Language: Python - Size: 161 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

harshgarg28/Brain-Tumor-Segmentation

discusses deep learning models for segmenting MRI images, specifically the UNET model for Brain Tumor Segmentation

Language: Python - Size: 5.55 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DebeshJha/UNet-insturment-segmentation

Tensorflow implementation of UNet on surgical Instrument dataset from laparoscopic videos

Language: Python - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

DebeshJha/ResUNetPlusPlus

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

Language: Python - Size: 293 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 33

dangvansam/speech-enhancement-flask

speech-enhancement-flask

Language: Python - Size: 113 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

anant1203/Applying-Deep-Learning-for-Large-scale-Quantification-of-Urban-Tree-Cover

To find out vegetation cover using deep learning model that can be deployed on the edge device. Dataset used to train the model is cityscape dataset. Model used are Unet and Mobile net V2 model.

Language: Jupyter Notebook - Size: 4.23 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

filippogiruzzi/semantic_segmentation

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

Language: Python - Size: 387 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

mohadeseh-ghafoori/Semantic-Image-Segmentation-with-U-Net

Language: Jupyter Notebook - Size: 520 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

luiserrador/ML_3D_Unet

Tensorflow based framework for 3D-Unet with Knowledge Distillation

Language: Python - Size: 1.84 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 5

upashu1/Pytorch-UNet-2 Fork of milesial/Pytorch-UNet

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

Language: Python - Size: 48.4 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 5

ashishpatel26/Semantic-Segmentation-Keras-Tensorflow-Example

Semantic Segmentation Example

Language: Jupyter Notebook - Size: 9.99 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

EthanCalf/7th_Teidi_ChanllengeCup_MedicalImageSegmentation

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

Language: Python - Size: 146 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 14 - Forks: 4

CAAI/brainPETNR

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.

Language: Python - Size: 132 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

RahulnKumar/Brain-Tumor-Segmentation

To develop a Convolutional Neural Network (CNN) segmentation model to diagnose brain tumor using Magnetic Resonance Imaging (MRI) images.

Language: Jupyter Notebook - Size: 9.07 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

tlatkowski/u-net-tpu

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

Language: Python - Size: 159 KB - Last synced at: 17 days ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

maddy023/Perfect_unet_keras

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

Related Keywords
unet-model 23 unet-image-segmentation 13 unet 12 deep-learning 8 unet-tensorflow 8 tensorflow 7 unet-keras 7 unet-segmentation 7 python 6 image-segmentation 6 semantic-segmentation 5 machine-learning 4 keras-tensorflow 4 image-processing 4 segmentation 4 cnn 3 medical-image-segmentation 3 matplotlib-pyplot 2 u-net 2 unet-pytorch 2 keras 2 streamlit 2 segmentation-models 2 segmentation-network 2 tensorflow-segmentation 2 tensorflow2 2 unet-3d 2 convolutional-neural-networks 2 conv2d 2 pytorch 2 denoising-autoencoders 2 deeplearning 2 numpy 2 ai 2 deep-neural-networks 2 artificial-intelligence 2 cnn-model 2 image-classification 2 relu-activation 1 maxpooling-layer 1 imageprocessing 1 transpose-convolution 1 knowledge-distillation 1 maxpool2d 1 knowledge-distillation-task 1 brain-tumor-segmentation 1 he-initializer 1 dropout-layers 1 concatenate 1 adam-optimizer 1 self-driving-cars 1 self-driving-car 1 lyft-udacity-challenge 1 imagesegmentation 1 carla-simulator 1 carla-driving-simulator 1 carla 1 autonomous-vehicles 1 autonomous-driving 1 xception-net 1 pandas 1 python3 1 tensorflow-keras 1 medical-image-processing 1 unet2 1 tversky 1 microarray-image-segmentation-cnn 1 microarray-deep-learning 1 microarray 1 image-segmenation-unet 1 brain-scans 1 wnet 1 vnet2d 1 vnet-segmentation 1 sobel-operator 1 sobel-edge-detection 1 skip-connections 1 resblock 1 positron-emission-tomography 1 medical-imaging 1 distributed-training 1 encoder-decoder 1 google-cloud-platform 1 image-recognition 1 tensorflow-models 1 tpu 1 vision 1 convolutional-neural-network 1 opencv 1 image-manipulation 1 gaussian-blur 1 dilate 1 cv2 1 contours-detection 1 canny-edge-detection 1 transformers 1 road-segmentation 1 computer-vision 1 wildfire-detection 1 wildfire 1