425 Open source projects that are alternatives of or similar to Deeplab Pytorch

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

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

The official homepage of the (outdated) COCO-Stuff 10K dataset.

仿coco点餐系统的微信小程序

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Visual Question Answering in Pytorch

Semantic segmentation models, datasets and losses implemented in PyTorch.

Pytorch for Segmentation

CRF-RNN Keras/Tensorflow version

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

A semantic segmentation toolbox based on PyTorch

Gluon CV Toolkit

Light-Weight RefineNet for Real-Time Semantic Segmentation

Computer vision based ML training data generation tool 🚀

PyTorch Implementations for DeeplabV3 and PSPNet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

DeepLab resnet v2 model in pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

To speedup and simplify image labeling/ annotation process with multiple supported formats.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Understanding Convolution for Semantic Segmentation

convert dataset to coco/voc format

Tensorflow Faster RCNN for Object Detection

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

FoveaBox: Beyond Anchor-based Object Detector

Code for https://arxiv.org/abs/1611.10080

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

常用的语义分割架构结构综述以及代码复现

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

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

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Label Studio is a multi-type data labeling and annotation tool with standardized output format

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

3D U-Net model for volumetric semantic segmentation written in pytorch

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

Powerful and efficient Computer Vision Annotation Tool (CVAT)

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

OpenMMLab Pose Estimation Toolbox and Benchmark.

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

A light-weight, power efficient, and general purpose convolutional neural network

Two-stage CenterNet

Real-Time 3D Semantic Reconstruction from 2D data

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Pixel-wise segmentation on VOC2012 dataset using pytorch.

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

Helper functions to create COCO datasets

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

This repository contains the source code of our work on designing efficient CNNs for computer vision

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

This repository contains the reference implementation for our proposed Convolutional CRFs.

🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN