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Digital Signal Processing with vDSP. Large vector manipulation with vecLib. BLAS. Image Processing with vImage. Importing from and exporting to Core Graphics. Core Video interoperability.
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Neural networks. Convolutional Neural Networks. Recurrent Neural Networks. Introduction to Keras and TensorFlow.
CoreML
Exporting Keras and TensorFlow models to CoreML. Integrating a CoreML model in an iOS app. Integrating custom layers in CoreML. CNN and CoreML. RNN and CoreML.
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Using Metal for image and video processing. Custom compute shaders. Using MPS for Image Processing and Matrix Operations.
SceneKit
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ARKit
ARSession and ARConfiguration. ARKit views. ARAnchor. ARCamera and ARFrame. World tracking with ARKit. Handling 3D interactions in ARKit. 3D face tracking. Light management.
GameplayKit and AI for video games
Decision trees. Path finding. Agents, Goals and Behaviors. Procedural Noise. Randomization. Rule systems.
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