GCVit
labelme2coco
GCVit | labelme2coco | |
---|---|---|
1 | 1 | |
414 | 248 | |
0.2% | - | |
7.0 | 3.8 | |
5 months ago | 19 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
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GCVit
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NVIDIA Researchers Propose Global Context Vision Transformer (GC ViT): A Novel Architecture That Enhances Parameter And Compute Utilization
Continue reading | Checkout the paper, github
labelme2coco
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What's A Simple Custom Segmentation Pipeline?
I would also suggest labelme, it's pretty easy to use. Just type "labelme" in the shell after pip installing and you will see the GUI. There are tools to convert to coco format (like https://github.com/fcakyon/labelme2coco) if needed, for instance for Detectron2.
What are some alternatives?
semantic-segmentation-pytorch - Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
medicaldetectiontoolkit - 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.
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
ml-cvnets - CVNets: A library for training computer vision networks
bpycv - Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
InternImage - [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
coco-viewer - Minimalistic COCO Dataset Viewer in Tkinter
mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.
autogluon - Fast and Accurate ML in 3 Lines of Code
mask-rcnn - Mask-RCNN training and prediction in MATLAB for Instance Segmentation
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow