mask-rcnn VS labelme2coco

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

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
Source Code
uk.mathworks.com
Suggest alternative
Edit details

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
Source Code
Suggest alternative
Edit details
WorkOS
Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
mask-rcnn labelme2coco
1 1
26 247
- -
1.8 3.8
about 3 years ago 8 days ago
MATLAB Python
GNU General Public License v3.0 or later GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

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.

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.

What are some alternatives?

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

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

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

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

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

tpu - Reference models and tools for Cloud TPUs.

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

imagefusion_deeplearning - VggML (ICPR 2018, Beijing)

coco-viewer - Minimalistic COCO Dataset Viewer in Tkinter

Entity - EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

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

mask-rcnn vs sahi labelme2coco vs labelme mask-rcnn vs PixelLib labelme2coco vs albumentations mask-rcnn vs tpu labelme2coco vs bpycv mask-rcnn vs imagefusion_deeplearning labelme2coco vs coco-viewer mask-rcnn vs Entity labelme2coco vs mmsegmentation mask-rcnn vs Mask_RCNN labelme2coco vs autogluon