cocosplit
datumaro
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cocosplit
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How to split images based on custom COCO annotation?
- Using https://github.com/akarazniewicz/cocosplit I split the annotation json file into train and test.
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?
cocojson - Utility scripts for COCO json annotation format
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.
CvT - This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
GeoCOCO - Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets
pycococreator - Helper functions to create COCO datasets
globox - A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.