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iot

Budgeting flash, RAM (tensor arena) and latency for a model on a named chip

taught

Taught in

RAM, flash and latency budgets
Connected Devices and the Internet of Things

Requires

tflm-on-esp32 required

Required by

Judging what an ESP32-S3 with PSRAM and a camera can and can't do for vision required
Running edge models in production -- pipelines, false positives, OTA model updates and validation required
Sizing an audio front end and a tiny keyword model honestly required

Local knowledge map

Local knowledge map

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Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.