Apple Vision API Services

On-device machine learning, image classification, and high-performance streaming pipelines.

Image Recognition & Custom Classifiers

Training and integrating CoreML classifiers to recognize custom products, symbols, and text structures natively on iOS devices with zero latency.

YOLOv3 & CoreML Integration

Real-time object detection models (YOLOv3, YOLOv8) optimized for the Apple Neural Engine (ANE) to execute high-fps bounding box projections.

Apple Foundation Models Implementation

Adopting Apple's latest on-device Foundation Models for advanced semantic search, visual lookup, and natural language scene interpretation.

gRPC Live Video Streaming

Streaming analyzed video frame pipelines over low-latency gRPC channels to remote server nodes for aggregated analytics or storage.

On-Device Machine Learning

We build visual processing pipelines that respect user privacy by performing machine learning directly on the device. By leveraging Apple's Metal Performance Shaders and the Neural Engine, we keep apps performing smoothly without draining battery.

Ready to deploy on-device Machine Learning solutions?

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