MiVOS VS detectron2

Compare MiVOS vs detectron2 and see what are their differences.


[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well! (by hkchengrex)


Detectron2 is a platform for object detection, segmentation and other visual recognition tasks. (by facebookresearch)
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MiVOS detectron2
2 45
433 27,261
- 3.3%
0.0 0.0
about 1 month ago 6 days ago
Python Python
GNU General Public License v3.0 only Apache License 2.0
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.


Posts with mentions or reviews of MiVOS. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-08.
  • Free instance segmentation annotation tool
    2 projects | /r/computervision | 8 Feb 2023
    Mivos, you'll get assisted by a deep learning model https://github.com/hkchengrex/MiVOS
  • Deploying video object segmentation at scale in a day
    2 projects | /r/machinelearningnews | 3 Aug 2022
    We've been building a ton of infrastructure to process a lot of video data very quickly at Sieve, and video object segmentation is a cool task a lot of companies have used us for. Models like MiVOS and PointRend have made it possible for companies like RunwayML to build these ML-based video editing features like green screen. We wrote about how you might go about building this yourself in a day.


Posts with mentions or reviews of detectron2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-07.

What are some alternatives?

When comparing MiVOS and detectron2 you can also consider the following projects:

mmdetection - OpenMMLab Detection Toolbox and Benchmark

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

rembg - Rembg is a tool to remove images background

deep-text-recognition-benchmark - Text recognition (optical character recognition) with deep learning methods.

car-damage-detection - Detectron2 for car damage detection using custom dataset

ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence

pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

lightning-bolts - Toolbox of models, callbacks, and datasets for AI/ML researchers.

awesome-semantic-segmentation - :metal: awesome-semantic-segmentation