Staars / 7segments
This is your Edge Impulse project. From here you acquire new training data, design impulses and train models.
About this project
Read data from 7 segment display
Most of the input images have been created synthetically and only a small subset was taken with a camera from the test display.
It supports grayscale format in size 32 * 32 pixel for the input and tries to support inverted digits too (dark on bright / bright on dark).
Download block output
| Title | Type | Size | |
|---|---|---|---|
| Image training data | NPY file | 7388 windows | |
| Image training labels | NPY file | 7388 windows | |
| Image testing data | NPY file | 1833 windows | |
| Image testing labels | NPY file | 1833 windows | |
| Classifier model | TensorFlow Lite (float32) | 37 KB | |
| Classifier model | TensorFlow Lite (int8 quantized) | 17 KB | |
| Classifier model | Model evaluation metrics (JSON file) | 24 KB | |
| Classifier model | TensorFlow SavedModel | 41 KB | |
| Classifier model | Keras h5 model | 34 KB |
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Summary
Data collected
9,221 itemsProject info
| Project ID | 436849 |
| License | Apache 2.0 |
