1832 Open source projects that are alternatives of or similar to Keras Unet

CRF-RNN Keras/Tensorflow version

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

DeepFaceLab is the leading software for creating deepfakes.

A concise code for training and evaluating Unet using tensorflow+keras

Understanding Convolution for Semantic Segmentation

Catalyst.Segmentation

Pruning and other network surgery for trained TF.Keras models.

Semantic Scene Completion

Satellite Image Classification using semantic segmentation methods in deep learning

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

Model for document segmentation trained on the midv-500-models dataset.

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

🤘 awesome-semantic-segmentation

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Tensorflow implement of U-Net

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Segmentation of Lungs from Chest X-Rays using Fully Connected Networks

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

TFslim based semantic segmentation models, modular&extensible boutique design

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Resources for deep learning with satellite & aerial imagery

CNNs for semantic segmentation using Keras library

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

All DeepLearning4j projects go here.

A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.

Tools to Design or Visualize Architecture of Neural Network

Flops counter for convolutional networks in pytorch framework

Data-centric declarative deep learning framework

《深度学习与计算机视觉》配套代码

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

📚 A collection of papers about Referring Image Segmentation.

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Deep learning applied to georeferenced datasets

Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"

Distributed Keras Engine, Make Keras faster with only one line of code.

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

The code for the MaD TwinNet. Demo page:

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Open solution to the Data Science Bowl 2018

A paper list of object detection using deep learning.

Generic U-Net Tensorflow 2 implementation for semantic segmentation

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

Deepfakes Software For All

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

Patch-based 3D U-Net for brain tumor segmentation

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Deep neural networks for predicting CpG methylation

Video Object Segmentation