# DeGirum

Models are located at the [DeGirum model zoo on the AI Hub](https://hub.degirum.com/public-models/degirum/degirum?utm_source=docs.degirum.com\&utm_medium=site\&utm_campaign=ai-hub-public-models-degirum).

## Models by DeGirum

### Orca

**Age Estimation**

| Model Name                                         | Use Case       | MAE   | MSE    |
| -------------------------------------------------- | -------------- | ----- | ------ |
| yolov8n\_relu6\_age--256x256\_quant\_n2x\_orca1\_1 | Age Estimation | 4.782 | 40.114 |

**Classification**

| Model Name                                                      | Use Case              | Top‑1 | Top‑5 |
| --------------------------------------------------------------- | --------------------- | ----- | ----- |
| resnet50\_imagenet--224x224\_pruned\_quant\_n2x\_orca1\_1       | Classification        |       |       |
| yolov8n\_relu6\_fairface\_gender--256x256\_quant\_n2x\_orca1\_1 | Gender Classification |       |       |

**Detection**

<table><thead><tr><th>Model Name</th><th>Use Case</th><th width="187">mAP 50‑95</th><th>mAP 50</th></tr></thead><tbody><tr><td>yolov8n_dota_obb--1024x1024_quant_n2x_orca1_1</td><td>OBB Detection</td><td>44.495</td><td>59.260</td></tr><tr><td>yolov8n_relu6_car--640x640_quant_n2x_orca1_1</td><td>Car Detection</td><td>67.881</td><td>85.512</td></tr><tr><td>yolov8n_relu6_coco--640x640_quant_n2x_orca1_1</td><td>COCO Detection</td><td>34.025</td><td>48.993</td></tr><tr><td>yolov8n_relu6_coco_pose--640x640_quant_n2x_orca1_1</td><td>COCO Pose Keypoints</td><td></td><td></td></tr><tr><td>yolov8n_relu6_coco_seg--640x640_quant_n2x_orca1_1</td><td>COCO Instance Segmentation</td><td><p>bbox: 32.873</p><p>mask: 26.958</p></td><td><p>bbox: 47.176</p><p>mask: 44.066</p></td></tr><tr><td>yolov8n_relu6_face--640x640_quant_n2x_orca1_1</td><td>Face Detection</td><td>56.787</td><td>78.674</td></tr><tr><td>yolov8n_relu6_fire_smoke--640x640_quant_n2x_orca1_1</td><td>Fire &#x26; Smoke Detection</td><td></td><td></td></tr><tr><td>yolov8n_relu6_hand--640x640_quant_n2x_orca1_1</td><td>Hand Detection</td><td>44.26</td><td>75.884</td></tr><tr><td>yolov8n_relu6_human_head--640x640_quant_n2x_orca1_1</td><td>Human Head Detection</td><td></td><td></td></tr><tr><td>yolov8n_relu6_lp--640x640_quant_n2x_orca1_1</td><td>License Plate Detection</td><td>56.079</td><td>85.766</td></tr><tr><td>yolov8n_relu6_person--640x640_quant_n2x_orca1_1</td><td>Person Detection</td><td>27.952</td><td>46.705</td></tr><tr><td>yolov8n_relu6_ppe--640x640_quant_n2x_orca1_1</td><td>Personal Protective Equipment (PPE) Detection</td><td>36.19</td><td>68.185</td></tr><tr><td>yolov8n_relu6_widerface_kpts--640x640_quant_n2x_orca1_1</td><td>Face Detection with Five Keypoints</td><td></td><td></td></tr></tbody></table>