labelme2coco VS mask-rcnn

Compare labelme2coco vs mask-rcnn and see what are their differences.

labelme2coco

A lightweight package for converting your labelme annotations into COCO object detection format. (by fcakyon)
labelme Coco object-detection instance-segmentation semantic-segmentation image-classification Deep Learning Machine Learning Computer Vision Windows Linux MacOS Python annotation-conversion
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mask-rcnn

Mask-RCNN training and prediction in MATLAB for Instance Segmentation (by matlab-deep-learning)
Deep Learning Matlab instance-segmentation object-detection pretrained-models
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uk.mathworks.com
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labelme2coco mask-rcnn
1 1
246 26
- -
3.8 1.8
4 days ago about 3 years ago
Python MATLAB
GNU General Public License v3.0 only GNU General Public License v3.0 or later
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labelme2coco

Posts with mentions or reviews of labelme2coco. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-12.
  • What's A Simple Custom Segmentation Pipeline?
    3 projects | /r/computervision | 12 Feb 2021
    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.

mask-rcnn

Posts with mentions or reviews of mask-rcnn. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-04.

What are some alternatives?

When comparing labelme2coco and mask-rcnn you can also consider the following projects:

labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

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

PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

bpycv - Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

tpu - Reference models and tools for Cloud TPUs.

coco-viewer - Minimalistic COCO Dataset Viewer in Tkinter

imagefusion_deeplearning - VggML (ICPR 2018, Beijing)

mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code

awesome-satellite-imagery-datasets - 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

labelme2coco vs labelme mask-rcnn vs sahi labelme2coco vs albumentations mask-rcnn vs PixelLib labelme2coco vs bpycv mask-rcnn vs tpu labelme2coco vs coco-viewer mask-rcnn vs imagefusion_deeplearning labelme2coco vs mmsegmentation mask-rcnn vs Mask_RCNN labelme2coco vs autogluon mask-rcnn vs awesome-satellite-imagery-datasets