Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Recent deep learning advances have enabled a plethora of high-performance, real-time multimedia applications based on machine learning (ML), such as human body segmentation for video and teleconferencing, depth estimation for 3D reconstruction, hand and body tracking for interaction, and audio processing for remote communication.

However, developing and iterating on these ML-based multimedia prototypes can be challenging and costly. It usually …

3d reconstruction applications audio augmented reality communication deep learning google graphics hci human interactive machine machine learning manager perception performance processing prototyping reality real-time segmentation team tech tensorflow tools tracking video