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Merge pull request #50 from johan-alfven-arm/topic/add_to_experimental
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Add har_int8 and ssd_mobilenet_v3_int8
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robell authored May 30, 2022
2 parents 810d372 + e032903 commit b898b17
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18 changes: 18 additions & 0 deletions models/experimental/har_cnn/README.md
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# har_int8.tflite

## Description
Model internally developed.
Based on dataset https://www.cis.fordham.edu/wisdm/dataset.php

## License
Apache v2

## Network Inputs
| Input Node Name | Shape | Example Path | Example Type | Example Use Case |
|-----------------|-------|--------------|------------------|--------------|
| conv2d_input | (1, 90, 3, 1) | models/ | | Accelerometer data of someone walking. |

## Network Outputs
| Output Node Name | Shape | Description |
|------------------|-------|-------------|
| Identity | (1, 6) | Class probability of 6 classes |
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20 changes: 20 additions & 0 deletions models/experimental/ssd_mobilenet_v3_int8/README.md
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# ssd_mobilenet_v3_int8.tflite

## Description
http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v3_small_coco_2019_08_14.tar.gz
This model is directly derived from the above URLs, with only the post processing removed

## License
https://github.com/tensorflow/models/blob/master/LICENSE
Apache v2

## Network Inputs
| Input Node Name | Shape | Example Path | Example Type | Example Use Case |
|-----------------|-------|--------------|------------------|--------------|
| normalized_input_image_tensor | (1, 320, 320, 3) | N/A | N/A | N/A |

## Network Outputs
| Output Node Name | Shape | Description |
|------------------|-------|-------------|
| raw_outputs/class_predictions | (1, 2034, 91) | Class predictions |
| raw_outputs/box_encodings | (1, 2034, 4) | Boxe Encodings |
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