Deploying vision models

Level 8: Video, 3D, and deployment

Coming soon

This page is being written. See the full roadmap for the whole syllabus.

What this chapter will cover

• Latency, throughput, and memory budgets
• exporting to ONNX
• quantization and pruning for vision
• TensorRT and OpenVINO overview
• edge and mobile deployment
• video pipelines
• monitoring, drift, and data flywheels
• privacy and responsible use