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34 search results found

Pytorch Semseg ⭐ 3,367

Semantic Segmentation Architectures Implemented in PyTorch

Pytorch Semantic Segmentation ⭐ 1,706

PyTorch for Semantic Segmentation

Ssd_keras ⭐ 1,562

A Keras port of Single Shot MultiBox Detector

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

🚀 😏 Near Real Time CPU Face detection using deep learning

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Cascaded Fcn ⭐ 283

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

U-Time: A Fully Convolutional Network for Time Series Segmentation

Multiplanarunet ⭐ 179

Multi-Planar UNet for autonomous segmentation of 3D medical images

Deep and Machine Learning for Microscopy

Squeeze_and_excitation ⭐ 140

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

Miccai Lits2017 ⭐ 137

liver segmentation using deep learning

Semantic_seg_paper_collection ⭐ 128

Keras Icnet ⭐ 85

Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images

3dunet_abdomen_cascade ⭐ 79

Semantic_segmentation ⭐ 73

Semantically segment the road in the given image.

Brain Tumor Segmentation Using Deep Neural Networks ⭐ 63

Keras implementation of paper by the same name

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

Deep Route ⭐ 48

Training a deep FCN network in PyTorch to route circuit layouts

Label Pixels ⭐ 42

Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.

Image Segmentation On Faces ⭐ 33

A Keras-Tensorflow Fully Convolutional Network that performs image segmentation on faces

3d Prostate Segmentation ⭐ 28

Segmentation of prostate from MRI scans

Dilatedfcnsegmentation ⭐ 28

[Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation

Prostate_segmentation ⭐ 24

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

Light Sernet ⭐ 21

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

Keras implementation of "DFNet: Discriminative feature extraction and integration network for salient object detection"

Awesome Semantic Segmentation ⭐ 14

awesome-semantic-segmentation - list of awesome things around semantic segmentation 🎉

Carnd Semantic Segmentation P2 ⭐ 13

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

Maskrcnn_custom_training_testing_python ⭐ 11

Deep and machine learning for atomic-scale and mesoscale data

Bodysegmentation ⭐ 10

This project is to use fully convolutional networks to do organ/tissue segmentation from medical images.

Pocket Cnn ⭐ 9

CNN-to-FPGA-framework for small CNN, written in VHDL and Python

Robond Deeplearning Project ⭐ 7

This is my implementation of the Udacity Robotics Nanodegree Deep Learning Project, wherein we devise and train a Fully Convolutional Deep Neural Network to perform image segmentation and object recognition given 2-dimensional image training data. The objective being enabling a drone to identify and follow a target person in a simulated environment

A robot motion planning simulator that can efficiently navigate partially observable environments using deep learning

Image Segmentation Pytorch ⭐ 6

Image Segmentation using Fully Convolutional Networks in PyTorch

Caffe_triple Branch_fcn ⭐ 5

A C++ (Caffe) implementation of Triple-branch FCN for multi-organ localization in CT images

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