involution VS MaskDINO

Compare involution vs MaskDINO and see what are their differences.

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator (by d-li14)
involution Operator Pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Source Code
arxiv.org
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MaskDINO

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation" [Moved to: https://github.com/IDEA-Research/MaskDINO] (by IDEACVR)
instance-segmentation object-detection panoptic-segmentation semantic-segmentation

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involution MaskDINO
6 1
1,306 547
- -
0.0 10.0
almost 3 years ago about 1 year ago
Python Python
MIT License 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.
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involution

Posts with mentions or reviews of involution. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-10.

MaskDINO

Posts with mentions or reviews of MaskDINO. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-17.

What are some alternatives?

When comparing involution and MaskDINO you can also consider the following projects:

efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

mmdetection - OpenMMLab Detection Toolbox and Benchmark

MaskDINO - [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

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

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

unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

manydepth - [CVPR 2021] Self-supervised depth estimation from short sequences

MPRNet - [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

BCNet - Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

involution vs efficientdet-pytorch MaskDINO vs mmdetection involution vs mmdetection MaskDINO vs MaskDINO involution vs Im2Vec MaskDINO vs PixelLib involution vs yolact_edge involution vs unilm involution vs manydepth involution vs MPRNet involution vs BCNet