PROBLEM
When attempting to Train a Deep Learning Model it is possible to add image chips but not be presented with the desired model type.
If the desired model type is selected first, and the image chips are then added, Error 00800 may be returned.
The cause of the model type not being found and Error 00800 is an incompatible Meta Data Format selected when exporting training data with the Label Objects for the Deep Learning tool. The Meta Data Format dictates what model types the user can use and/or see when Training Deep Learning Models.
To resolve this issue it is necessary to change the Meta Data Format to one compatible with the required model type. The below tables show which model types are compatible with Meta Data Format types.
Classify Pixels Using Deep Learning | |||||||||
---|---|---|---|---|---|---|---|---|---|
Meta Data Format Type | |||||||||
Model Type | DeepLabV3 | U-Net | The Pyramid Scene Parsing Network | BDCN Edge Detector | HED Edge Detector | Multi Task Road Extractor | ConnectNet | Change Detector | |
KITTI Labels | No | No | No | No | No | No | No | No | |
PASCAL Visual Object Classes | No | No | No | No | No | No | No | No | |
Classified Tiles | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |
RCNN Masks | No | No | No | No | No | No | No | No | |
Labeled Tiles | No | No | No | No | No | No | No | No | |
Export Tiles | No | No | No | No | No | No | No | No | |
CycleGAN | No | No | No | No | No | No | No | No | |
Multi-labeled Tiles | No | No | No | No | No | No | No | No |
Classify Objects Using Deep Learning | ||
Meta Data Format Type | ||
Model Type | Feature Classifier | |
KITTI Labels | No | |
PASCAL Visual Object Classes | No | |
Classified Tiles | No | |
RCNN Masks | No | |
Labeled Tiles | Yes | |
Export Tiles | No | |
CycleGAN | No | |
Multi-labeled Tiles | Yes |
Detect Objects Using Deep Learning | ||||||
Meta Data Format Type | ||||||
Model Type | Single Shot Detector | RetinaNet | MaskRCNN | YOLOv3 | FasterRCNN | |
KITTI Labels | Yes | Yes | No | Yes | Yes | |
PASCAL Visual Object Classes | Yes | Yes | No | Yes | Yes | |
Classified Tiles | No | Yes | No | Yes | Yes | |
RCNN Masks | No | No | Yes | No | No | |
Labeled Tiles | No | No | No | No | No | |
Export Tiles | No | No | No | No | No | |
CycleGAN | No | No | No | No | No | |
Multi-labeled Tiles | No | No | No | No | No |
Detect Change Using Deep Learning | |||||
Meta Data Format Type | |||||
Model Type | Image Captioner | Super-Resolution | CycleGAN | Pix2Pix | |
KITTI Labels | No | No | No | No | |
PASCAL Visual Object Classes | No | No | No | No | |
Classified Tiles | No | No | No | No | |
RCNN Masks | No | No | No | No | |
Labeled Tiles | No | No | No | No | |
Export Tiles | Yes | Yes | No | Yes | |
CycleGAN | No | No | Yes | No | |
Multi-labeled Tiles | No | No | No | No |
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