Label | Explanation | Data Type |
Input Training Data
| The folders containing the image chips, labels, and statistics required to train the model. This is the output from the Export Training Data For Deep Learning tool. The metadata format of the exported data must be Classified_Tiles, PASCAL_VOC_rectangles, or KITTI_rectangles. | Folder |
Output Model | The output trained model that will be saved as a deep learning package (.dlpk file). | File |
Pretrained Model
(Optional) | A pretrained model that will be used to fine-tune the new model. The input is an Esri model definition file (.emd) or a deep learning package file (.dlpk). A pretrained model with similar classes can be fine-tuned to fit the new model. The pretrained model must have been trained with the same model type and backbone model that will be used to train the new model. | File |
Total Time Limit (Hours)
(Optional) | The total time limit in hours it will take for AutoDL model training. The default is 2 hours. | Double |
AutoDL Mode
(Optional) | Specifies the AutoDL mode that will be used and how intensive the AutoDL search will be.
| String |
Neural Networks
(Optional) | Specifies the architectures that will be used to train the model. By default, all the networks will be used.
| String |
Save Evaluated Models
(Optional) | Specifies whether all evaluated models will be saved.
| Boolean |
Derived Output
Label | Explanation | Data Type |
Output Model File | The output model file. | File |