Edge Impulse Experts / icicle-monitor
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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) | undefined |
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Summary
Data collected
37,000 itemsProject info
| Project ID | 332581 |
| License | Apache 2.0 |
