Our first samples of inference
The first examples of inference from our STM32 N6 board and our analog temperature gauge.
Recent posts
My First On-Device Image!
The very first image I’ve been able to capture with my B-CAMS-IMX camera on my STM32 N6 board.
Some Surprising Twists on Our First ML Paper
Our first ML paper was rejected, but detailed reviewer feedback and an extended deadline gave us a second chance to redesign the model and try again.
My First Foray Into STM32 N6 Development
First impressions of the STM32 N6 Nucleo board, from the new CubeMX workflow to firmware signing, BOOT1 handling, and ThreadX.
Completed CS231n and The EMyth Revisited!
Reflections on finishing CS231n, revisiting The E-Myth, and clarifying a long-term direction in applied AI and engineering work.
First Post of the Year!
A new-year update on getting back into embedded systems and ML foundations after receiving new parts from Mouser.
Last Post Of The Year!
A year-end update on recovering from illness, finishing the first draft of an embedded AI paper, and looking ahead with optimism.
Final Month Of The Year!
Fine-tuning a CNN temperature model, dealing with Colab limitations, and noticing how mixed data sources affect prediction accuracy.
Continuing the ML Journey
A progress update on a temperature-forecasting model that now predicts 15 minutes ahead using a sliding window of past sensor data.
Some More ML Progress!
An update on exporting a TensorFlow Lite model into STM32Cube AI and working through code generation and linker issues.