Latest Version
1.03
January 21, 2025
Rajaram Gurumurthi
Developer Tools
iOS
6.8 MB
2
Free
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More About Notate ML
Preparing datasets for machine learning can be a daunting task, often requiring considerable resources and time. Notate ML aims to simplify this process by leveraging the capabilities of Apple's mobile devices. It not only accelerates the creation of high-quality training data but also enhances the overall usability of the data preparation process for object detection models. This application serves as an essential tool for anyone involved in machine learning, particularly in tasks that require meticulous data annotation.
The app offers several features designed to streamline dataset creation and management. Users can easily create a new dataset, select unique names, and add labels through various methods - such as typing, voice commands, or scanning from physical documents. Images can also be imported directly from the user's photo library, making the process flexible. The annotation tools provided by Notate ML allow users to crop images, draw bounding boxes, and tag relevant objects with ease, ensuring that each element of the dataset is accurately represented for training purposes.
Capturing new images with the device camera and annotating them is user-friendly. Users can quickly snap new photos by tapping a button within the app, enabling them to capture data in real-time. Once images are selected, the application provides intuitive zooming and cropping options so that users can focus on the areas of interest. The tagging process is equally straightforward; users can draw bounding boxes around objects, assign labels, and reset or delete annotations as necessary, thereby maintaining high-quality data organization.
Finally, Notate ML makes exporting datasets easy and versatile, allowing users to choose from multiple formats suitable for various training frameworks, including YOLO, Apple Create ML, and Google Auto ML. After reviewing the export options, users can seamlessly generate and share data files through different platforms like Airdrop. The app also includes helpful tips for maintaining organization, such as keeping separate datasets for training and validation, using a stylus for precise annotation, and managing dataset size to ensure efficient usability. Overall, Notate ML significantly enhances the dataset preparation experience for machine learning projects.
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