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Author and maintainer: https://github.com/katursis
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#javascript #annotation #annotation_tool #annotations #boundingbox #computer_vision #data_labeling #dataset #datasets #deep_learning #image_annotation #image_classification #image_labeling #image_labelling_tool #label_studio #labeling #labeling_tool #mlops #semantic_segmentation #text_annotation #yolo

Label Studio is a free, open-source tool that helps you label different types of data like images, audio, text, videos, and more. It has a simple and user-friendly interface that makes it easy to prepare or improve your data for machine learning models. You can customize it to fit your needs and export labeled data in various formats. It supports multi-user labeling, multiple projects, and integration with machine learning models for pre-labeling and active learning. You can install it locally using Docker, pip, or other methods, or deploy it in cloud services like Heroku or Google Cloud Platform. This tool streamlines your data labeling process and helps you create more accurate ML models.

https://github.com/HumanSignal/label-studio
#python #api #apis #dataset #development #free #list #lists #open_source #public #public_api #public_apis #resources #software

You can use the Public APIs repository to access a wide range of APIs from various domains. Here’s a brief overview of the benefits and key information The repository includes an extensive list of public APIs, making it a treasure trove for developers.
- **Community Curated** Many APIs are provided by APILayer, which offers a simple way to integrate these APIs into your products.

### Key Information
- **API Categories** Specific APIs like IP Stack, Marketstack, Weatherstack, Numverify, Fixer, and others are highlighted for easy access.
- **Community Involvement**: You can contribute to the repository by following the contributing guide, reporting issues, and submitting pull requests.

Using this repository can significantly streamline your development process by providing quick access to a diverse set of APIs.

https://github.com/public-apis/public-apis
#python #annotation #annotation_tool #annotations #boundingbox #computer_vision #computer_vision_annotation #dataset #deep_learning #image_annotation #image_classification #image_labeling #image_labelling_tool #imagenet #labeling #labeling_tool #object_detection #pytorch #semantic_segmentation #tensorflow #video_annotation

CVAT is a powerful tool for annotating videos and images, especially useful for computer vision projects. It helps developers and companies annotate data quickly and efficiently. You can use CVAT online for free or subscribe for more features like unlimited data and integrations with other tools. It also offers a self-hosted option with enterprise support. CVAT supports many annotation formats and has automatic labeling options to speed up your work. It's widely used by many teams worldwide, making it a reliable choice for your data annotation needs.

https://github.com/cvat-ai/cvat