CvT
datumaro
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| CvT | datumaro | |
|---|---|---|
| 2 | 2 | |
| 515 | 485 | |
| 4.1% | 4.6% | |
| 0.0 | 9.4 | |
| 12 months ago | 2 days ago | |
| Python | Python | |
| MIT License | MIT License |
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CvT
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has anyone here implemented Convolutional Vision Transformer (CvT)?
Isn't https://github.com/microsoft/CvT the official code?
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Researchers from McGill University and Microsoft Introduces Convolutional vision Transformer (CvT) that improves Vision Transformer (ViT) in Performance and Efficiency by Introducing Convolutions into ViT
Continue reading | Check out the paper and code.
datumaro
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Does anyone use CVAT for image annotation?
1) CVAT has internal inference for models. If you upload model there in the correct format, then it will be able to generate the detection box itself - https://onepanel.medium.com/train-an-object-detection-model-from-scratch-and-run-inference-on-it-in-10-minutes-16147ef656aa 2) Yes you can upload your prediction. But last time i did it - there were some problems and it took me several hours. It seems to me that you just need to load the markup in one of the formats that it supported by CVAT. If your format is not supported, then you will need to convert. For example like this - https://github.com/openvinotoolkit/datumaro
- Can I know what kind of dataset annotation for object detection is this?
What are some alternatives?
convolution-vision-transformers - PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
cocojson - Utility scripts for COCO json annotation format
create-go-app - ✨ A complete and self-contained solution for developers of any qualification to create a production-ready project with backend (Go), frontend (JavaScript, TypeScript) and deploy automation (Ansible, Docker) by running only one CLI command.
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
DA-RetinaNet - Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
UCF-SST-CitySim1-Dataset - Official github page of UCF SST CitySim Dataset
synthetic-computer-vision - A list of synthetic dataset and tools for computer vision
covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.
GeoCOCO - Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets
pycococreator - Helper functions to create COCO datasets