Notate ML 1.03
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Free Version
Publisher Description
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Create object detection datasets from the comfort of your iPhone.
Preparing input image datasets is a critical and challenging task in any Machine Learning project. Notate ML brings the power and usability of Apple's mobile devices to accelerate this task and deliver higher quality training data to your object detection model.
FEATURES
・Create a dataset, type, scan, or speak your labels into it
・Snap new pictures, or import old ones from your photo library
・Crop images, draw bounding boxes, tag and label objects of interest
・Export images and annotations for training with YOLO, Apple Create ML, or Google Auto ML
CREATING A DATASET
・Create a new data set and give it a unique name
・Add labels in one of several ways:
・One at a time, using the keyboard
・Copy and paste a comma-separated list from another document
・Scan from a physical text source
・Use the device voice feature to speak them in
・Labels can be edited or deleted by swiping left on each row
・Only unused labels can be deleted
IMPORTING IMAGES
・Tap into the dataset and import photos (up to 50 at a time) from your Photo Library
・This app can only access photos that you select using Apple's photo picker feature
CAPTURING IMAGES FROM THE CAMERA
・While browsing the images in a dataset, tap the "Capture" button to snap new images with the camera
・The app will require your permission to access the camera
・If you choose to decline, you can always grant access at a later date using "Settings"
ANNOTATING THE IMAGE
・Select an image from the dataset image browser to annotate it
ZOOMING and CROPPING
・Pinch with two fingers to zoom in or out of the image
・Drag with two fingers to move (pan) the image about
・Optionally crop the image to the visible square dimensions
・Cropping can only be done when the image has no bounding boxes.
・Double tap on the image to reset zoom and recenter the image
・Tap the "Reset" button in the bottom panel to restore image and annotations to the original state before editing
・The cropped image dimensions and visible area dimensions in pixels are displayed above the image at all times
TAGGING
・Drag with one finger or stylus to draw bounding boxes around objects of interest
・Long press on a box to select an existing annotation
・Use the picker to assign a label to the selected bounding box
・Or tap the red Delete button to remove the selected box
・Tap anywhere outside the selected box to unselect it
・Tap the "Reset" button to restore image and annotations to the original state before editing
・Tap the "Done" button to complete annotating the image
EXPORTING THE DATASET
・While browsing dataset images, tap the "Export" button, to select export options
・Datasets can be exported in one of three "schemas" for use with different object detector training frameworks
・The YOLO schema generates a set of files organized for use with the YOLO framework
・The Create ML schema generates files to use as input to Apple's Create ML application
・The Auto ML schema generates files to use as input to Google's Auto ML service
・ After reviewing the export options, tap the "Export" button on the Export options screen to generate data files for training
・ Choose one of the sharing options (e.g. Airdrop, Files) enabled by your device to export the data files
DELETING
・Delete an image by swiping left in the dataset image browser
・Delete an entire dataset by swiping left in the dataset browser
・If a dataset contains images, you will be prompted for confirmation
Some tips
・Crop the images before tagging them
・Use a stylus for more accurate bounding boxes
・Maintain different datasets for training and validation
・Limit datasets to under 1000 images each, for ease of use
・Export and delete unused datasets to conserve storage
Oct 25, 2022
Version 1.03
Adds support for additional builtin camera types
About Notate ML
Notate ML is a free app for iOS published in the Other list of apps, part of Network & Internet.
The company that develops Notate ML is Rajaram Gurumurthi. The latest version released by its developer is 1.03.
To install Notate ML on your iOS device, just click the green Continue To App button above to start the installation process. The app is listed on our website since 2022-10-25 and was downloaded 1 times. We have already checked if the download link is safe, however for your own protection we recommend that you scan the downloaded app with your antivirus. Your antivirus may detect the Notate ML as malware if the download link is broken.
How to install Notate ML on your iOS device:
- Click on the Continue To App button on our website. This will redirect you to the App Store.
- Once the Notate ML is shown in the iTunes listing of your iOS device, you can start its download and installation. Tap on the GET button to the right of the app to start downloading it.
- If you are not logged-in the iOS appstore app, you'll be prompted for your your Apple ID and/or password.
- After Notate ML is downloaded, you'll see an INSTALL button to the right. Tap on it to start the actual installation of the iOS app.
- Once installation is finished you can tap on the OPEN button to start it. Its icon will also be added to your device home screen.
