820 Open source projects that are alternatives of or similar to Erfnet_pytorch

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

Summary and experiment includes basic segmentation, human segmentation, human or portrait matting for both image and video.

Official PyTorch implementation of SegFormer

PSPNet in Chainer

Binary semantic segmentation with UNet based on MobileNetV2 encoder

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

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

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

segmentation paper reading notes

Cut and paste augmentation for object detection and instance segmentation

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

A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.

[CVPR 2021] Forecasting the panoptic segmentation of future video frames

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

Machine Learning Project to identify an ID Card on an image

Add bisenetv2. My implementation of BiSeNet

BlindAssist iOS app

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

Segmentation models with pretrained backbones. PyTorch.

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

FC-DenseNet in PyTorch for Semantic Segmentation

Volumetric Fusion of Multiple Semantic Labels and Masks

A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.

a multi-browser download manager with multi-threading support

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

Semi-Supervised Video Object Segmentation(VOS) Paper List

A pointnet++ fork, with focus on semantic segmentation of differents datasets

ModularAdmin - Free Dashboard Theme Built On Bootstrap 4 | HTML Version

WMH segmentaion with unet, dilated_unet, and with ideas from denseNet

Computer Vision and Machine Learning related projects of Udacity's Self-driving Car Nanodegree Program

All-in-one Toolbox for Computer Vision Research.

Holistically-Nested Edge Detection

OpenNARS for Research 3.0+

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Bayesian Segmentation of Spatial Transcriptomics Data

A deep-learning pipeline for segmentation of ambiguous microscopic images.

A list of popular deep learning models related to classification, segmentation and detection problems

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

PyTorch implementation of "Pyramid Scene Parsing Network".

(AAAI2020)Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Distributed segmentation for bio-image-analysis

CNN implementation for medical X-Ray image segmentation

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

Face Video Segmentation - Face segmentation ground truth from videos

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

DeepLab-ResNet rebuilt in Pytorch

A clean PointNet++ segmentation model implementation. Support batch of samples with different number of points.

"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.

🚘 Easiest Fully Convolutional Networks

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

Summary of Transformer applications for computer vision tasks.

Semantic Aware Attention Based Deep Object Co-segmentation

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian