Projects in Awesome Lists tagged with semantic-segmentation

https://github.com/IbrahimSobh/Segmentation

In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.

computer-vision deep-learning semantic-segmentation

Last synced: 02 Aug 2024

https://github.com/nikolasent/lyft-perception-challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 03 Oct 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/apple/ml-autofocusformer-segmentation

This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".

ade20k aff autofocusformer cityscapes coco instance-segmentation panoptic-segmentation semantic-segmentation transformer

Last synced: 28 Sep 2024

https://github.com/HasnainRaz/Skin-Segmentation-TensorFlow

A modified SegNet Convolutional Neural Net for segmenting human skin from images

autoencoder convolutional-neural-networks segmentation segnet semantic-segmentation skin-detection tensorflow tensorflow-models

Last synced: 05 Aug 2024

https://github.com/hasnainraz/skin-segmentation-tensorflow

A modified SegNet Convolutional Neural Net for segmenting human skin from images

autoencoder convolutional-neural-networks segmentation segnet semantic-segmentation skin-detection tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/vpulab/ovam

Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024

attention-mechanism semantic-segmentation stable-diffusion

Last synced: 31 Jul 2024

https://github.com/jsk-ros-pkg/coral_usb_ros

ROS package for Coral Edge TPU USB Accelerator

coral edgetpu face-detection hacktoberfest human-pose-estimation object-detection ros semantic-segmentation training

Last synced: 01 Aug 2024

https://github.com/Luffy03/CISC-R

[TPAMI 2022] Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation

semantic-segmentation semi-supervised-learning

Last synced: 02 Aug 2024

https://github.com/ZzzjzzZ/ETNet

ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation

medical-image-analysis semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/qubvel/open-cities-challenge

First place solution for Open Cities DrivenData challenge

buildings-segmentation drivendata pytorch semantic-segmentation

Last synced: 03 Oct 2024

https://github.com/xiaoyao3302/CCVC

[CVPR 2023] Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation

semantic-segmentation

Last synced: 02 Aug 2024

https://github.com/buildingnet/buildingnet_dataset

3d-building-dataset deep-learning graph-neural-networks semantic-segmentation

Last synced: 07 Aug 2024

https://github.com/xieKKKi/MotionBEV

A simple yet effective framework for LiDAR-based moving object segmentation.

lidar-point-cloud moving-object-segmentation semantic-segmentation

Last synced: 02 Oct 2024

https://github.com/pinto0309/openvino-deeplabv3

[4-5 FPS / Core m3 CPU only] [11 FPS / Core i7 CPU only] OpenVINO+DeeplabV3+LattePandaAlpha/LaptopPC. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+Tensorflow v1.11.0+OpenCV3.4.3+PIL

cpu deeplabv3 deeplearning lattepanda mobilenetv2 ncs neural-compute-stick opencv openvino python semantic-segmentation semanticsegmentation tensorflow

Last synced: 03 Oct 2024

https://github.com/pfnet-research/chainer-segnet

SegNet implementation & experiments in Chainer

chainer computer-vision deep-learning segnet semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/Natsu-Akatsuki/RangeNetTrt8

tensorrt8 && cuda && libtorch implementation of rangenet++

cuda libtorch semantic-segmentation tensorrt

Last synced: 31 Jul 2024

https://github.com/Gregor-Mendel-Institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow

Last synced: 03 Aug 2024

https://github.com/LarsDoorenbos/ccdm-stochastic-segmentation

Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)

cityscapes-dataset diffusion-models generative-models lidc-dataset semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/marine-debris/marine-debris.github.io

Quick Start Guide for MARIDA (Marine Debris Archive)

classification deep-learning marine-litter semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/srimannarayanabaratam/land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

deepglobe-dataset multiclass-classification pytorch semantic-segmentation unet

Last synced: 02 Aug 2024

https://github.com/Evocargo/Lidar-Annotation-is-All-You-Need

2D road segmentation using lidar data during training

autonomous-vehicles computer-vision deep-learning lidar-point-cloud road-segmentation road-surface semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/datagym-ai/datagym-core

Open source annotation and labeling tool for image and video assets

annotation annotations bounding-box computer-vision data-labeling dataset image-annotation image-labeling image-labeling-tool label-images label-videos labeling labeling-tool semantic-segmentation video-annotation video-labeling

Last synced: 03 Aug 2024

https://github.com/pixano/pixano-elements

Pixano Elements - Re-usable web components dedicated to data annotation tasks.

annotation annotation-tool annotations bounding-box computer-vision cuboid deep-learning detection image-annotation image-labeling instance-segmentation keypoints panoptic-segmentation point-cloud point-cloud-labeling polygon semantic-segmentation video-annotation video-labeling web-components

Last synced: 04 Aug 2024

https://github.com/kinux98/SSL_ELN

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

cvpr2022 pytorch semantic-segmentation semi-supervised-learning

Last synced: 02 Aug 2024

https://github.com/codecentric-oss/niceml

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

dagster deep-learning image-classification machine-learning mlops object-detection python semantic-segmentation tensorflow

Last synced: 29 Sep 2024

https://github.com/xmed-lab/AllSpark

CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

attention cvpr2024 semantic-segmentation semi-supervised-segmentation transformer

Last synced: 02 Aug 2024

https://github.com/nikolasent/personmask_tflite

Real-time CPU person segmentation for privacy in video calls

c-plus-plus deep-learning mobilenetv3 portrait-segmentation semantic-segmentation tensorflow-lite tflite v4l2 v4l2loopback video video-calls video-processing

Last synced: 03 Oct 2024

https://github.com/davidlandup0/deepvision

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.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Oct 2024

https://github.com/liangfu/dspnet

An Implementation of the Driving Scene Perception Network (DSPNet)

autonomous-driving deep-learning distance-estimation multi-task-learning mxnet object-detection perception semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/unmannedlab/LiDARNet

LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation

3d-segmentation domain-adaptation lidar-point-cloud semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/PointCloudYC/ResPointNet2

ResPointNet++ for AutoCon journal paper.

dataset deep-learning point-clouds segmentation semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/DavidLandup0/deepvision

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.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Aug 2024

https://github.com/deep-diver/segformer-tf-transformers

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

huggingface keras segformer semantic-segmentation tensorflow transformers

Last synced: 03 Oct 2024

https://github.com/segmentationblwx/cssegmentation

CSSegmentation: An Open Source Continual Semantic Segmentation Toolbox Based on PyTorch.

benchmark continual-learning pytorch semantic-segmentation

Last synced: 30 Sep 2024

https://github.com/jfzhuang/IFR

[CVPR'22] Semi-Supervised Video Semantic Segmentation with Inter-Frame Feature Reconstruction

cvpr2022 semantic-segmentation semi-supervised-learning semi-supervised-segmentation

Last synced: 02 Aug 2024

https://github.com/gengyanlei/ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

pytorch semantic-segmentation semi-gan

Last synced: 01 Aug 2024

https://github.com/lironui/ABCNet

The semantic segmentation of remote sensing images

efficient-model isprs potsdam real-time remote-sensing segmentation semantic-segmentation uav uavid vaihingen

Last synced: 02 Aug 2024

https://github.com/matlab-deep-learning/pretrained-deeplabv3plus

DeepLabv3+ inference and training in MATLAB for Semantic Segmentation

computer-vision deep-learning deeplabv3 deeplabv3-plus deeplabv3-plus-network matlab matlab-deep-learning pretrained-models semantic-segmentation transfer-learning

Last synced: 03 Aug 2024

https://github.com/buptweixin/mxnet-deeplab

Deeplab for semantic segmentation implemented by MXNet

deeplab mxnet semantic-segmentation

Last synced: 01 Aug 2024

https://github.com/implus/RecursiveMix-pytorch

Official Codes and Pretrained Models for RecursiveMix

cutmix cutmix-mixup data-augmentation generalization history image-classification mixup object-detection recursive semantic-segmentation

Last synced: 02 Aug 2024

https://github.com/subake/DAPS3D

DAPS3D: Domain Adaptive Projective Segmentation of 3D LiDAR Point Clouds

lidar lidar-point-cloud projective-semantic-segmentation rellis-3d semantic-kitti semantic-segmentation synthetic-dataset-generation

Last synced: 31 Jul 2024

https://github.com/solcummings/earthvision2021-weakly-supervised

1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021

change-detection deep-learning pytorch remote-sensing semantic-segmentation siamese-neural-network

Last synced: 03 Aug 2024

https://github.com/alpc91/TransDA

This is an official implementation for "Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation"

domain-adaptation momentum semantic-segmentation transformer

Last synced: 03 Aug 2024

https://github.com/m3at/coco-panoptic

Quick attempt at a panoptic segmentation model

deep-learning instance-segmentation panoptic-segmentation semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/wkentaro/label-fusion

Volumetric Fusion of Multiple Semantic Labels and Masks

3d-segmentation 3d-vision computer-vision semantic-segmentation

Last synced: 01 Oct 2024

https://github.com/tarolangner/ukb_segmentation

PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI

deep-learning kidney mri neural-networks parenchyma pytorch segmentation semantic-segmentation u-net uk-biobank

Last synced: 01 Aug 2024

https://github.com/matlab-deep-learning/pretrained-salsanext

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

automated-driving computer-vision deep-learning lidar lidar-object-detection matlab matlab-deep-learning pandaset pointcloud-3d-detection pretrained-models salsanext semantic-segmentation transfer-learning

Last synced: 03 Aug 2024

https://github.com/wkentaro/imgviz-cpp

Image Visualization Tools for C++

deep-learning image-visualization semantic-segmentation

Last synced: 01 Oct 2024

https://github.com/lironui/BANet

The semantic segmentation of remote sensing images

potsdam remote-sensing segmentation semantic-segmentation transformer uav uavid

Last synced: 02 Aug 2024

https://github.com/engcang/tkdnn-ros

(ROS) YOLOv3, v4, v7 detection + Shelfnet semantic segmentation with TensorRT, utilizing tkDNN

cpp darknet detection ros semantic-segmentation tensorrt yolo

Last synced: 31 Jul 2024

https://github.com/xadrianzetx/lanefinder

TPU accelerated traffic lane segmentation engine for your Raspberry Pi

coral deep-learning edge-tpu google-coral raspberry-pi semantic-segmentation tpu

Last synced: 05 Aug 2024

https://github.com/ugnelis/find-path

Find path by using Semantic Segmentation.

dataset dataset-maker fcn-16s ipynb semantic-segmentation tensorflow vgg16

Last synced: 27 Sep 2024

https://github.com/kaylode/shrec22-pothole

HCMUS Team at SHREC22: Crack and Pothole Segmentation

crack-segmentation pothole-segmentation semantic-segmentation semi-supervised-learning

Last synced: 31 Jul 2024

https://github.com/isbrycee/GEM

GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models

glass-segmentation semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/hunterdii/tensorflow-advanced-techniques-solution

Tensorflow Advanced Technique Specialization - Solution

computer-vision coursera coursera-specialization custom-model custom-training deep-learning deeplearning-ai distributed-training generative-ai image-detection image-segmentation-tensorflow machine-learning object-detection object-detection-model semantic-segmentation specialization tensorflow tensorflow-tutorials visualization

Last synced: 26 Sep 2024

https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/manuelz/dlpt-semantic-segmentation

Project #4 for the OpenCV University course "Deep Learning with PyTorch".

deep-learning python pytorch semantic-segmentation

Last synced: 26 Sep 2024

https://github.com/daniel-lima-lopez/road-identification-via-semantic-segmentation

Example of the use of the ENet model trained on the Cityscapes dataset, applied to the identification of the region of pixels belonging to the road and its edge.

neura opencv python semantic-segmentation

Last synced: 26 Sep 2024