Edge Impulse Experts / icicle-monitor Public

Edge Impulse Experts / icicle-monitor

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Object detection
environment hazard safety

About this project

Object detection project for warning about hazardous buildup of ice on roofs. Based on synthetic training images created in NVIDIA Omniverse.

Download block output

Title Type Size
Image training data NPY file 29542 windows
Image training labels JSON file 29542 windows
Image testing data NPY file 7396 windows
Image testing labels JSON file 7396 windows
Object detection model TensorFlow Lite (float32) 81 KB
Object detection model TensorFlow Lite (int8 quantized) 55 KB
Object detection model TensorFlow SavedModel 185 KB
Object detection model Keras h5 model 87 KB
Object detection model Model evaluation metrics (JSON file) -

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Summary

Data collected
37,000 items

Project info

Project ID 332581
License Apache 2.0