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63 search results found

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Crfasrnn_keras ⭐ 586

CRF-RNN Keras/Tensorflow version

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Segmentation_keras ⭐ 292

DilatedNet in Keras for image segmentation

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Eye In The Sky ⭐ 248

Satellite Image Classification using semantic segmentation methods in deep learning

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Keras Unet ⭐ 194

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Deeplabv3_plus Tensorflow2.0 ⭐ 133

DeepLabV3+ implemented in TensorFlow2.0

Fcn For Semantic Segmentation ⭐ 131

Implemention of FCN-8 and FCN-16 with Keras and uses CRF as post processing

Keras Segmentation ⭐ 126

get started with Semantic Segmentation based on Keras, including FCN32/FCN8/SegNet/U-Net

Keras Segmentation Deeplab V3.1 ⭐ 117

An awesome semantic segmentation model that runs in real time

Adaptationseg ⭐ 116

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

Keras Icnet ⭐ 85

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

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Promise12_segmentation ⭐ 66

Codes that I have written to complete promise12 prostate segmentation competition.

Deep Segmentation ⭐ 55

CNNs for semantic segmentation using Keras library

Tf Keras Segunet ⭐ 50

Composite architecture of SegNet and UNet for Semantic Segmentation with keras

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Tf Keras Pspnet ⭐ 50

PSPNet for Semantic Segmentation with tensorflow and keras

Semantic Segmentation Bisenet ⭐ 49

Keras BiseNet architecture implementation

Semantic Shapes ⭐ 47

A semantic segmentation pipeline for custom image annotation

Dubai Satellite Imagery Segmentation ⭐ 45

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

Keras Semantic Segmentation Example ⭐ 44

Example of semantic segmentation in Keras

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.

Id Card Segmentation ⭐ 42

Segmentation of ID Cards using Semantic Segmentation

Crfasrnn_pytorch ⭐ 41

CRF-RNN PyTorch version http://crfasrnn.torr.vision

Semantic Segmentation Of Remote Sensing Images ⭐ 39

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2

Image Segmentation ⭐ 35

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

Ml_idcard_segmentation Tf Keras ⭐ 28

Machine Learning Project to identify an ID Card on an image

Hrnet Keras Semantic Segmentation ⭐ 19

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Convpoint_keras ⭐ 18

ConvPoint architecture implemented with Tensorflow Keras

Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes

River_ice_segmentation ⭐ 15

River ice segmentation with deep learning

Baidu_lane_segmentation ⭐ 14

4th place solution in Baidu Autonomous Driving Lane Segmentation

3d Semantic Segmentation For Scene Parsing ⭐ 13

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

Tf2_segmentation ⭐ 13

Segmentation framework implemented in tensorflow 2 (tf.keras).

Squeeze Unet ⭐ 13

Squeeze-unet Semantic Segmentation for embedded devices

Ios Semantic Segmentation ⭐ 12

An example of semantic segmentation on iOS using CoreML and Keras.

Semantic_segmentation_keras ⭐ 11

Implementation of Sementic Segmentation using Keras

Semantic_segmentation ⭐ 11

KERAS: Multimodal Deep Learning for Semantic Segmentation (RGB, NIR Streams) - multiple architectures

Dl_segmention_template ⭐ 11

This is a patch based Semantic Segmention Project Template

100 Tiramisu Keras ⭐ 11

Keras implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

Semantic Segmentation Using Autoencoders ⭐ 10

Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)

Tensorflow Keras Semantic Segmentation ⭐ 9

Tensorflow-Keras semantic segmentation

Segformer Tf Transformers ⭐ 9

This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.

Multimodal Fully Convolutional Neural networks for Semantic Segmentation.

Unet With Pretrained Encoder ⭐ 8

The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.

Segnet Chromosome ⭐ 7

Separating Overlapping Chromosomes with SegNet.

Object_detection_classification_ _ford_otosan_intern_p2 ⭐ 7

Development of Deep Learning algorithms for Drivable Area Segmentation, Lane Segmentation, Traffic Sign Detection and Classification with data collected and labeled by Ford Otosan.

Semseg_keras ⭐ 6

using keras to implement some famous semantic segment

Weeddetection ⭐ 6

Weed Detection in Sugar Beet Plants

A collection of datasets and neural networks for microorganism image classification

Kitti Road Segmentation ⭐ 5

Segment lanes on KITTI

Resunet A ⭐ 5

Implementation of the paper "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data" in TensorFlow.

Keras Rcnn ⭐ 5

Rich feature hierarchies for accurate object detection and semantic segmentation

Segment_lane_lines ⭐ 5

ROS package for semantic segmentation of lane lines, and homographic transformation of the segmented image for rebroadcasting as a point cloud.

First implementation of PIDNet in Tensorflow/Keras.

Semantic Segmentation Multi Keras ⭐ 5

Semantic segmentation for multiclass annotations using Keras/tf

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