Mask_RCNN VS yolact

Compare Mask_RCNN vs yolact and see what are their differences.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow (by matterport)

yolact

A simple, fully convolutional model for real-time instance segmentation. (by dbolya)
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Mask_RCNN yolact
28 4
24,014 4,915
0.7% -
0.0 0.0
about 1 month ago 5 months ago
Python Python
GNU General Public License v3.0 or later MIT License
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 2023-06-21.

yolact

Posts with mentions or reviews of yolact. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-29.

What are some alternatives?

When comparing Mask_RCNN and yolact you can also consider the following projects:

Swin-Transformer-Object-Detection - This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0

segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.

mmsegmentation - OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Mask-RCNN-training-with-docker-containers-on-Sagemaker

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Mask-RCNN-Implementation - Mask RCNN Implementation on Custom Data(Labelme)

yolact - Tensorflow 2.x implementation YOLACT

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