Solomon Githu

12 Projects 20 Followers 2 Following

Learn how to build a tiny audio classification wearable that can identify dog sounds.The model is trained on synthetic data from ElevenLabs.

Environment audio monitoring wearable with XIAO ESP32S3

374

Building a more effective fire detection machine learning model by combining image and temperature sensor data.

Detecting fires using sensor fusion

370

Build a machine learning model using a federated training framework to keep data on-device, train locally, and update a global model.

A federated approach to train and deploy embedded AI models

536

A TinyML wearable for environmental sensing. Developed with the Edge Impulse platform and powered by the Syntiant TinyML board.

Environment audio monitoring wearable with Syntiant TinyML

581

How to use low-cost MCUs to run object detection models and object tracking algorithms. Edge Impulse FOMO and Arduino are used

Object detection with centroid-based tracking: C++ way

461

A demo on how to implement object detection and tracking found objects. Edge Impulse Linux Python SDK is used for the object detection

Object detection with centroid-based tracking

1.6K

A demonstration of using computer vision to perform quality inspection for manufactured parts using Edge Impulse and Renesas RZ/V2L

Product inspection with Renesas RZ/V2L and Edge Impulse

208

Count and analyze different inventory products using an Edge Impulse YOLOv5 model and deploying it to Renesas RZ/V2L Evaluation Board Kit

Counting inventory with Renesas RZ/V2L kit

398