Images Classifier vs PhotoSweeper Mobile

Images Classifier enables you to identify and group images using your iPhone or iPad with custom-trained machine learning models. The app includes a built-in model, FruitsClassifier.mlmodel, which detects 8 different types of fruits using a neural network. Features: • Automatically group images into category folders, accessible via the Files app • Preview grouped images within the app • Set a classification confidence threshold - images below this value are grouped under "Other" • Load and run custom machine learning models from your library • Rename or delete models directly from the library Grouped images are saved in the Files app under: [Images Classifier / Images] To Add a Custom Model: Download a pre-trained .mlmodel file and place it in: [Images Classifier / MLModel] via AirDrop You can also train your own model using tools like CreateML or TensorFlow (models must be converted to .mlmodel format) Custom Model Tips: For example, if your model classifies 5 dog breeds - Husky, Bulldog, Golden Retriever, German Shepherd, and Beagle—it will perform accurately for those. However, classifying an unfamiliar breed like Boxer may result in incorrect predictions (e.g., classified as Bulldog). To improve results, include as many relevant classes as possible when training your model. Usage Examples: • Group plant species images in the jungle using a custom-trained model • Identify and sort dog breeds with a trained model • Classify and group wildlife or insect species • Detect and categorize defective products • And many more use cases - limited only by your creativity Quick Start Guide: 1. AirDrop your .mlmodel file (e.g., DogBreedsModel.mlmodel) into: [Images Classifier / MLModel] via the Files app 2. Launch the Images Classifier app 3. Open the Library tab and select your model (e.g., DogBreedsModel.mlmodel) 4. Load images from your Camera Roll 5. Tap Run and wait for processing to complete 6. Tap Result to view categorized images 7. Access all grouped images in the Files app under: [Images Classifier / Images] [＊] Make sure your model is specifically trained for image classification (not object detection or other ML types). What is Image Classification? Image classification is the process of identifying and labeling groups of pixels or vectors within an image using predefined rules. It's a supervised learning task where a model is trained to recognize specific target classes using labeled sample images. Early computer vision models used raw pixel data as input, and this foundation still powers many modern classification techniques. Thanks for your support and do visit nitrio.com for more apps for your iOS devices.

Meet the LEGEND! The premier photo cleaning tool for macOS, reimagined for iOS. Completely fresh application, PhotoSweeper delivers top-tier performance in its category, carefully crafted user experience, and an interface that echoes the familiar "Photos" layout. The primary aim of the app is to assist you in sorting through your photos and videos to preserve cherished memories while eliminating unnecessary duplicates and clutter to free up valuable disk space and iCloud storage. Maintaining your Photos library organized can be quite challenging, but PhotoSweeper makes it much simpler. Designed for occasional or daily use, the app streamlines the process. INSTRUMENTS + Exact Copies. Finds exact duplicates and enables you to remove them effortlessly with just a few clicks. + Similar Photos. Identifies alike photos, assists you in examining each group, and determines whether to protect or discard a photo. Once you finish reviewing a group, the next group is displayed automatically. You can adjust the similarity between photos using the Matching Level, which can be changed instantly. + Sorter. Shows all photos & videos, allowing you to swipe up to protect your favorite images, swipe down to delete them. For bulk actions, the "All in One" submode provides this capability. Sorter is accessible for all Media Types. + Large Files. Quickly identifies files that exceed your specified size threshold. + Utility Photos. Helps you detect images that may not have memorable or exciting content — receipts, screenshots, and other technical shots. + Sensitive Content. Finds photos that may contain sensitive content, lets you review them separately, and hide selected photos in your library. All analysis is performed privately on your device. KEY FEATURES + Search powered by Artificial Intelligence to find the top-quality photo within every set of similar images. + Instantly reading photos/videos from your device, without the need for re-scanning or any additional steps. + iCloud sync across all your Apple devices: kick off your work on your iPad, seamlessly transit to your iPhone, and vice versa. + Fast photo scanning. + Date Grouping organizes photos by Day, Month, or Year, making it easier to review large libraries in convenient batches. + Efficient review of similar photos. + Matching Level regulates the similarity between photos, adaptable in real-time. + Showing image details, metadata or location on the map. + Sorting photos by Media Type, such as batch removal of screenshots or large videos. + Optimized specifically for iPad. + Instant restoration upon app launch if the app was terminated in the background. + Effortless undoing any accidental actions with ease. This is just the beginning, more features are coming in the future. PAYMENT Full functionality is accessible right from the start, the only restriction is that you cannot delete photos from your gallery. Available options: One Month Service Access - $1.99 per month (US) One Year Service Access - $9.99 per year (US) Unlimited Access - $14.99 (US), one-time payment Privacy Policy: https://overmacs.com/?p=privacymobile Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ SUPPORT For suggestions, or in case of general or technical issues, please contact us directly. We will respond within 12 hours, including holidays. support@overmacs.com