GCVit
[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers (by NVlabs)
InternImage
[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions (by OpenGVLab)
| GCVit | InternImage | |
|---|---|---|
| 1 | 3 | |
| 414 | 2,324 | |
| 0.2% | 2.4% | |
| 7.0 | 4.6 | |
| 5 months ago | 9 days 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.
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.
GCVit
Posts with mentions or reviews of GCVit.
We have used some of these posts to build our list of alternatives
and similar projects.
-
NVIDIA Researchers Propose Global Context Vision Transformer (GC ViT): A Novel Architecture That Enhances Parameter And Compute Utilization
Continue reading | Checkout the paper, github
InternImage
Posts with mentions or reviews of InternImage.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-22.
- What do you guys think of InternImage? - 65.5 mAP on COCO
-
[D] What do you guys think of InternImage?
check out this readme for classification, in particularly the evaluation part: https://github.com/OpenGVLab/InternImage/tree/master/classification We will also be releasing a feature extraction script soon!
What are some alternatives?
When comparing GCVit and InternImage you can also consider the following projects:
semantic-segmentation-pytorch - Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
medicaldetectiontoolkit - The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
ml-cvnets - CVNets: A library for training computer vision networks