cnn-segmentation

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shalabh147 /Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks

Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.

deep-neural-networks deep-learning medical-imaging segmentation dice-scores keras-tensorflow survival-models dice-coefficient brain-tumor-segmentation unet-3d cnn-segmentation vnet3d survival-prediction glioma mri-segmentation dice-loss brats-dataset aiformedicine unet-architecture

UpdatedJul 24, 2020
Jupyter Notebook

OniroAI /Semantic-segmentation-with-MobileNetV3

Star62

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

docker computer-vision deep-learning neural-network notebook makefile tensorflow cnn segmentation jupyter-notebooks semantic-segmentation loss-functions augmentation cnn-training cnn-segmentation person-segmentation mobilenetv3 cnn-architectures

UpdatedJul 6, 2023
Python

chwilms /superpixelRefinement

Star28

Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)

caffe cnn segmentation superpixels object-proposals object-discovery cnn-segmentation icpr2020

UpdatedJan 19, 2022
Jupyter Notebook

jpviguerasguillen /feedback-non-local-attention-fNLA

Star9

Keras (Tensorflow) code for the manuscript 'DenseUNets with feedback non-local attention for the segmentation of specular images of the corneal endothelium with Fuchs dystrophy'

deep-neural-networks deep-learning medical-imaging attention segmentation unet attention-mechanism resnext keras-tensorflow cnn-segmentation unet-plusplus endothelial-cells unet-plus denseunet resunext non-local-attention denseunet-plus

UpdatedApr 28, 2022
Python

fvilmos /road_segmentation

Star2

A small and fast CNN-based segmentation network is used to segment road / vehicles+pedestrians / other objects from the scene. The data collector uses CARLA simulator.

semantic-segmentation carla-simulator cnn-segmentation road-segmentation