segmentation
There are 4258 repositories under segmentation topic.
WZMIAOMIAO/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
lexfridman/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
qubvel-org/segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
dusty-nv/jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
utkuozbulak/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
mikel-brostrom/boxmot
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
PaddlePaddle/PaddleX
All-in-One Development Tool based on PaddlePaddle（飞桨低代码开发工具）
charlesq34/pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
qubvel/segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
zhixuhao/unet
unet for image segmentation
SysCV/sam-hq
Segment Anything in High Quality [NeurIPS 2023]
yanx27/Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
HRNet/HRNet-Semantic-Segmentation
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
charlesq34/pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PaddlePaddle/awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
CharlesShang/FastMaskRCNN
Mask RCNN in TensorFlow
opengeos/segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
osmr/imgclsmob
Sandbox for training deep learning networks
DLR-RM/BlenderProc
A procedural Blender pipeline for photorealistic training image generation
roytseng-tw/Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
ShawnBIT/UNet-family
Paper and implementation of UNet-related model.
GeorgeSeif/Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
torch-points3d/torch-points3d
Pytorch framework for doing deep learning on point clouds.
zhulf0804/3D-PointCloud
Papers and Datasets about Point Cloud.
abhineet123/Deep-Learning-for-Tracking-and-Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
mit-han-lab/efficientvit
Efficient vision foundation models for high-resolution generation and perception.
MrGiovanni/UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++
xinario/awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
rsennrich/subword-nmt
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
IDEA-Research/detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
mapbox/robosat
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
VainF/DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
dvlab-research/LISA
Project Page for "LISA: Reasoning Segmentation via Large Language Model"