empanada
Panoptic image annotation tool
A tool for training and deploying panoptic segmentation models on 2D and 3D images in electron microscopy
Panoptic segmentation algorithms for 2D and 3D electron microscopy images
2 stars
1 watching
0 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
deep-learningelectron-microscopyinstance-segmentationpanoptic-segmentationpytorchsegmentationsemantic-segmentation
hallvaaw/awesome-biological-image-analysisRelated projects:
| Repository | Description | Stars |
|---|---|---|
 nvidia/semantic-segmentation | Monorepo implementing PyTorch-based neural network architecture for image segmentation | 1,777 |
 uber-research/upsnet | Develops an instance segmentation and panoptic segmentation model for computer vision tasks. | 649 |
 pycroscopy/atomai | A PyTorch-based package for analyzing microscopy data with machine learning algorithms | 194 |
 wizaron/reseg-pytorch | A PyTorch implementation of a deep learning model for semantic image segmentation with annotated object parts. | 45 |
 zudi-lin/pytorch_connectomics | A deep learning framework for automatic and semi-automatic segmentation of 3D image stacks in connectomics | 171 |
 mattmacy/vnet.pytorch | A PyTorch implementation of V-Net for volumetric medical image segmentation | 694 |
 media-smart/vedaseg | A PyTorch-based toolbox for building and training semantic segmentation models | 410 |
 lzx1413/labelimgplus | An image annotation tool supporting various modes and formats, including CLS, DET, SEG, and PASCAL VOC. | 211 |
 jsbroks/coco-annotator | An image annotation tool for creating training data for object detection and localization | 2,118 |
 ericsson/eva | A web-based tool for annotating videos and images with tracking capabilities | 121 |
 esa-philab/iris | A tool for manually segmenting images from satellite data with AI assistance | 140 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |
 paganpasta/eqxvision | A package of pre-trained computer vision models for image classification and segmentation. | 102 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 584 |
 ome/openmicroscopy | Develops software and data format standards for the storage and manipulation of biological microscopy data. | 200 |