1.03 Coffre-fort à installer
Preparing input image datasets is an essential and often complex aspect of any Machine Learning project. Notate ML harnesses the capabilities of Apple's mobile devices to streamline this process and enhance the quality of training data for object detection models.
Features
- Create a dataset with labels via typing, scanning, or voice input.
- Capture new images or import existing ones from your photo library.
- Edit images by cropping, drawing bounding boxes, and tagging objects of interest.
- Export images and annotations for training with frameworks such as YOLO, Apple Create ML, or Google Auto ML.
Creating a Dataset
- Initiate a new dataset by assigning it a unique name.
- Add labels through various methods:
- Individually using the keyboard.
- Pasting a comma-separated list from external sources.
- Scanning text from physical media.
- Utilizing voice input on the device.
- Edit or delete labels by swiping left on each entry; note that only unused labels may be removed.
Importing Images
- Access the dataset to import photos (up to 50 at once) from your Photo Library, using Apple's photo picker feature for selection.
Capturing Images from the Camera
- While viewing images in a dataset, select the "Capture" button to take new photos with the camera.
- The app will request permission to access the camera; this can be granted later via "Settings" if declined initially.
Annotating the Image
- Select an image from the dataset to annotate it.
- Zooming and Cropping:
- Pinch with two fingers to zoom in or out, and drag to pan across the image.
- Crop the image only when there are no bounding boxes present; double-tap to reset zoom and recenter.
- The dimensions of cropped images are constantly displayed above the image for reference.
- Tagging:
- Draw bounding boxes around areas of interest using one finger or a stylus.
- Select existing annotations by long-pressing on a box, and assign labels using a picker.
- Tap outside a selected box to deselect, or use the red Delete button for removal.
- To finalize annotations, tap the "Done" button after editing, or use "Reset" to revert changes made before completion.
- Zooming and Cropping:
Exporting the Dataset
- Select the "Export" button while browsing dataset images to choose from various export options.
- Diverse schemas are available for exporting datasets tailored for different object detection training frameworks:
- The YOLO schema formats files for YOLO framework usage.
- The Create ML schema produces files for Apple's Create ML application input.
- The Auto ML schema generates files compatible with Google's Auto ML service.
- After reviewing options, confirm your choice by tapping "Export" to generate necessary data files and select a sharing method (e.g., Airdrop, Files) for exporting these files.
Deleting Content
- Images can be deleted by swiping left in the dataset view, while entire datasets can also be removed under similar actions; confirmation will be required if images are present in the dataset.
Tips for Effective Use
- Crop images prior to tagging to enhance annotation accuracy.
- A stylus is recommended for more precise bounding box creation.
- Create separate datasets for training and validation purposes.
- Limit dataset sizes to under 1000 images each to aid usability and performance.
- Regularly export and delete any unused datasets to conserve storage space on your device.
Vue d'ensemble
Notate ML est un logiciel de Freeware dans la catégorie Développement développé par Rajaram Gurumurthi.
La dernière version de Notate ML est 1.03, publié sur 29/12/2024. Au départ, il a été ajouté à notre base de données sur 29/12/2024.
Notate ML s’exécute sur les systèmes d’exploitation suivants : iOS.
Utilisateurs de Notate ML a donné une cote de 4 étoiles sur 5.
Produits connexes
API Bot
API Bot is an advanced tool for API development designed for mobile devices. With the integration of machine learning directly on your device, API Bot assists you in enhancing your API building process.Love2D Studio
Love2D Studio is a cutting-edge tool that facilitates coding, debugging, and running games directly from mobile devices. Simple and user-friendly editor Automatically saves your changes Code highlighting feature …ML Annotator
ML Annotator serves as a comprehensive tool for annotating images, designed specifically for applications in image segmentation, object detection, video classification, and image classification within machine learning workflows.Dernières Mises à Jour
XG Mini Cargo - Truck Game 4.5
XG Mini Cargo - Truck Game presents an engaging and multifaceted cargo truck simulation experience. Players assume the role of a truck driver, tasked with transporting goods through diverse environments, ranging from crowded urban streets …Tiendeo - Deals & Weekly Ads 9.15.0
Tiendeo is a highly popular app among consumers who want to access brochures and deals from local stores. With a presence in 44 countries and over 10 million users worldwide, it's the go-to app for saving money on purchases.Animal Race-Flying Zoo 1.7
Animal Race-Flying Zoo presents a unique racing experience where players can embody various animals to navigate engaging obstacles like rivers, mountains, and glaciers.Battle Prime: Waffen spiele 13.1.5
Battle Prime offers the ultimate mobile tactical shooter experience! A unique third-person shooter game – engage in exciting multiplayer PvP battles, shoot enemies, and think carefully as every decision influences the outcome.NovelToon: Read Books, Stories 3.25.06
NovelToon offers a vast collection of novels available for free. It is an original app focused on providing various genres of novels, such as Romance, Fantasy, Modern, Comedy, Time Travel, and School Life.NoteCam Lite - GPS memo camera 5.21
Are you tired of forgetting important details in your photos? NoteCam is the perfect solution! NoteCam is a camera app that seamlessly combines GPS information (latitude, longitude, altitude, and accuracy), time, and comments into your …Dernières Nouvelles
Derniers avis
Hardwood Solitaire III
Une expérience de solitaire classique avec des touches de modernité |
|
Crystal Button 2007
Crystal Button 2007 : une boîte à outils d’interface utilisateur classique |
|
![]() |
Yaldex Colored ScrollBars
Transformez l’esthétique de votre site Web avec les barres de défilement colorées Yaldex |
PowerSeek SQL
PowerSeek SQL : rationalisez vos requêtes de base de données |
|
Crystal Reports Exam RDCR Guide + Another FREE
Outil essentiel pour la préparation à l’examen Crystal Reports |
|
Cisco Exam 646-573 Study Guide + FREE Guides
Guide d’étude de préparation complète avec l’examen Cisco 646-573 |
![]() |
UpdateStar Premium Edition
Garder votre logiciel à jour n’a jamais été aussi facile avec UpdateStar Premium Edition ! |
![]() |
Microsoft Visual C++ 2015 Redistributable Package
Améliorez les performances de votre système avec le package redistribuable Microsoft Visual C++ 2015 ! |
![]() |
Microsoft Edge
Un nouveau standard en matière de navigation sur le Web |
![]() |
Google Chrome
Navigateur Web rapide et polyvalent |
![]() |
Microsoft Visual C++ 2010 Redistributable
Composant essentiel pour l’exécution d’applications Visual C++ |
![]() |
Microsoft Update Health Tools
Outils Microsoft Update Health : assurez-vous que votre système est toujours à jour ! |