What are the ethical considerations and potential risks associated with these applications?

Jan 13, 2025 ... Image classification task guide ... The MediaPipe Image Classifier task lets you perform classification on images. You can use this task to ... Nov 28, 2022 ... In retail settings, image recognition can be used to track inventory, monitor for theft or operate a contactless checkout system that uses ... Image classification refers to the task of assigning classes—defined in a land cover and land use classification system, known as the schema—to all the pixels ... Abstract. Attention maps are popular tools for explaining the decisions of convolutional neural networks (CNNs) for image classification. Typically, for each ... Apr 11, 2025 ... This preview model is a retrainable deep learning model used to classify images. You can train it on your own data and create an ML Skill to ... GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems. Authors: Yanmao Man and Ming Li, University of Arizona; Ryan Gerdes ... Crop and scale photos using the Vision framework and classify them with a Core ML model. Image classification is the process of categorizing and labeling groups of pixels or vectors within an image based on specific rules. Jan 22, 2018 ... Now, you can easily add real time image classification to your mobile applications. Creating, updating, and exporting a compact model takes ... Apr 2, 2025 ... Using image recognition, a computer vision system can recognize patterns and regularities in all that numerical data that correspond to things ...