390 Open source projects that are alternatives of or similar to StereoNet

基于语义分割的矿区无人机影像地物提取实验

Conversion from ROSBAG (.bag) to image (.png) and points cloud (.bin), including ROSBAG decoding, pcd2bin and file directory extraction.

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

2D and 3D UNet implementation in PyTorch.

3D detection and tracking viewer (visualization) for kitti & waymo dataset

Caffe: a fast open framework for deep learning.

Cut and paste augmentation for object detection and instance segmentation

The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.

WaSR Segmentation Network for Unmanned Surface Vehicles v0.5

Implemetation of Pyramid Scene Parsing Network in Pytorch

Official PyTorch implementation of SegFormer

MFNet-pytorch, image semantic segmentation using RGB-Thermal images

Squeeze-unet Semantic Segmentation for embedded devices

手工实现的智能图片处理系统 包含基础的图片处理功能 各类滤波 seam carving算法 以及结合精细语义分割信息 实现智能去除目标的功能

SOTA Semantic Segmentation Models in PyTorch

FCN, U-Net models implementation in TensorFlow for fashion clothing parsing

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

Semantic Segmentation Models in Pytorch

Semantic-TSDF for Self-driving Static Scene Reconstruction

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

Deep Image Compression using Decoder Side Information (ECCV 2020)

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

A Raspberry Pi based smart connected speaker with support for airplay, spotify, mpd and local playback

Semantic segmentation for classifying road. "Fully Convolutional Networks for Semantic Segmentation (2015)" implemented using TF

A flexible Python front-end inference SDK based on TensorRT

A paper list of RGBD semantic segmentation (processing)

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr . a tool to do automatically object segmentation from extreme points.

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

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform (RA-L)

A framework for developing neural network models for 3D image processing.

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

Unofficial code base for UNETR: Transformers for 3D Medical Image Segmentation

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

A program for controlling a micro-UAV for obstacle detection and collision avoidance using disparity mapping

Code for: "Learning To Adapt For Stereo" accepted at CVPR2019

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

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

U-NET Semantic Segmentation model for Mobile

Adaptive Affinity Fields for Semantic Segmentation

Cell Detection with PyTorch.

Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision

This is a repository for a semantic segmentation inference API using the OpenVINO toolkit

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network(PyTorch >= 1.4)

Kidney Tumor Segmentation Challenge 2019

Machine Learning Project to identify an ID Card on an image

Deep and Machine Learning for Microscopy

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Easily train or fine-tune SOTA computer vision models with one open source training library

🎨 Semantic segmentation models, datasets and losses implemented in PyTorch.

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".