Dataset
Dataset Name | Training Images | Validation Images | Value Labels | License |
---|---|---|---|---|
IMDB-Clean [1] | 183,887 | 45,890 | 0: Age | Annotations under MIT |
Here is an example of the output for age estimation:
Model Zoo
DeGirum’s age estimation model zoo features models trained with the Ultralytics repository.
Model Architecture | Input Size | Precision | Runtime | Device Type | MAE | MSE | FPS |
---|---|---|---|---|---|---|---|
yolov8n_relu6_age | 256x256 | INT8 | N2X | ORCA1 | 4.79 | 40.48 | 446.3 |
yolov8n_relu6_age | 256x256 | INT8 | TFLITE | EDGETPU | 4.78 | 40.08 | – |
yolov8n_relu6_age | 256x256 | INT8 | OPENVINO | CPU | 4.76 | 39.87 | – |
yolov8n_relu6_age | 256x256 | FP32 | OPENVINO | CPU | 4.76 | 39.83 | – |
yolov8s_relu6_age | 256x256 | INT8 | N2X | ORCA1 | 4.40 | 34.94 | 293.7 |
yolov8s_relu6_age | 256x256 | INT8 | TFLITE | EDGETPU | 4.40 | 34.92 | – |
yolov8s_relu6_age | 256x256 | INT8 | OPENVINO | CPU | 4.39 | 34.91 | – |
yolov8s_relu6_age | 256x256 | FP32 | OPENVINO | CPU | 4.39 | 34.82 | – |