Brainchip / Akida Image Classification
This is the finished Edge Impulse project for the tutorial 'Adding sight to your sensors'. From here you can acquire new training data, design impulses and train models.
About this project
Lamps and Plants and Bears, oh my!
Want to make the most of your device's camera and predict what is/is not present in your device's environment? Clone this project to build an embedded ML project to add intelligent sight to your device.
You can also follow our tutorial to guide you through building your image classification model, from data collection to deployment on embedded devices.
Sensor & Block Information
- Image data
- Image DSP block for normalizing image files
- Transfer Learning block with prediction outputs: "lamp", "plant", "unknown"
Download block output
Title | Type | Size | |
---|---|---|---|
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Image training data | NPY file | 221 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Image training labels | NPY file | 221 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Image testing data | NPY file | 58 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Image testing labels | NPY file | 58 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Transfer learning with Akida model | TensorFlow Lite (float32) | 3 MB | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Transfer learning with Akida model | TensorFlow Lite (int8 quantized) | 1 MB | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Transfer learning with Akida model | MetaTF | 1024 KB | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Transfer learning with Akida model | TensorFlow SavedModel | 3 MB | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #1 (original version) / Transfer learning with Akida model | Keras h5 model | 3 MB | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #2 (Clone of version #1) / Image training data | NPY file | 221 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #2 (Clone of version #1) / Image training labels | NPY file | 221 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #2 (Clone of version #1) / Image testing data | NPY file | 58 windows | |
Image data #1 (EON Tuner Primary), Image, Transfer Learning (Images) - BrainChip Akida™ #2 (Clone of version #1) / Image testing labels | NPY file | 58 windows |
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Summary
Data collected
289 itemsProject info
Project ID | 115634 |
Project version | 7 |
License | Apache 2.0 |