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Merge pull request #32 from ARM-software/refresh_table
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Refresh the main table
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tom-arm authored Aug 26, 2021
2 parents 5f2fea4 + 9f506fe commit a07e60c
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31 changes: 16 additions & 15 deletions README.md
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# Model Zoo
![version](https://img.shields.io/badge/version-21.05-0091BD)
![version](https://img.shields.io/badge/version-21.08-0091BD)
> A collection of machine learning models optimized for Arm IP.

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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.968</td>
</tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.963</td>
</tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.955</td>
</tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.965</td>
</tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.958</td>
</tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.953</td>
</tr>
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<td align="center">0.210</td>
</tr>
<tr>
<td><a href="models/object_detection/ssd_mobilenet_v1/tflite_uint8">SSD MobileNet v1 INT8 *</a></td>
<td align="center">UINT8</td>
<td><a href="models/object_detection/ssd_mobilenet_v1/tflite_int8">SSD MobileNet v1 INT8 *</a></td>
<td align="center">INT8</td>
<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.768</td>
</tr>
<tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.855</td>
</tr>
<tr>
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<td align="center">TensorFlow Lite</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_multiplication_x:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">:heavy_check_mark:</td>
<td align="center">0.822</td>
</tr>
</table>
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|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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Expand Up @@ -24,7 +24,7 @@ The class labels associated with this model can be created by running the script
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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Expand Up @@ -24,7 +24,7 @@ The class labels associated with this model can be downloaded by running the scr
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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Expand Up @@ -24,7 +24,7 @@ The class labels associated with this model can be downloaded by running the scr
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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Expand Up @@ -24,7 +24,7 @@ The class labels associated with this model can be downloaded by running the scr
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
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4 changes: 2 additions & 2 deletions models/visual_wake_words/micronet_vww2/tflite_int8/README.md
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Expand Up @@ -24,8 +24,8 @@ The class labels associated with this model can be created by running the script
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Ethos U |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
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4 changes: 2 additions & 2 deletions models/visual_wake_words/micronet_vww3/tflite_int8/README.md
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Expand Up @@ -24,8 +24,8 @@ The class labels associated with this model can be created by running the script
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Ethos U |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
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4 changes: 2 additions & 2 deletions models/visual_wake_words/micronet_vww4/tflite_int8/README.md
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Expand Up @@ -24,8 +24,8 @@ The class labels associated with this model can be created by running the script
|----------|:---------:|
| Cortex-A |:heavy_multiplication_x: |
| Cortex-M |:heavy_check_mark: |
| Mali GPU |:heavy_multiplication_x: |
| Ethos U |:heavy_multiplication_x: |
| Mali GPU |:heavy_check_mark: |
| Ethos U |:heavy_check_mark: |

### Key
* :heavy_check_mark: - Will run on this platform.
Expand Down

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