Animal Sketch Classifier Coreml is a compact image classification model designed to identify line-drawn sketches of animals. Built for use with Core ML on iOS devices, the model specifically targets applications that convert PencilKit-generated strokes into normalized grayscale sketches for classification. It outputs probabilities for 48 distinct animal species, along with an additional 'other' class, focusing solely on single-animal sketches rather than photographs or images containing multiple animals or real-world scenes.
The model package includes several files: the FP16 Core ML ML Program for iOS 17 and later, a labels file detailing output categories and behavior groups, a preprocessing contract specifying input requirements, and a SHA-256 checksum for file verification. The input to the classifier is a centered, normalized sketch, and the output provides class probabilities based on the provided animal categories.
0) license. Its targeted use case is for iOS developers seeking to add animal sketch recognition capabilities to their applications, particularly those leveraging PencilKit for drawing input.
Animal Sketch Classifier Coreml sits in PulseGate's Other AI category. Automatically classifying hand-drawn animal sketches on iOS devices using a compact local model. It is built as an open-source project for iOS developers and educators. Animal Sketch Classifier Coreml is open source under the Open Source license. It runs on the web and API, and it can be self-hosted.
Behind Animal Sketch Classifier Coreml is morpknight, and the product first shipped in 2017. The GitHub repository has been archived. Key capabilities include animal sketch classification, Core ML support, and iOS integration.
Latest indexed changes and source events
morpknight/animal-sketch-classifier-coreml verified by the PulseGate indexer
⚠ Archived
