model training via adaptation andrew howard – howard vision technologies
DESCRIPTION
Model Training Via Adaptation Andrew Howard – Howard Vision Technologies. Low Res Val Adapted. Low Res. Adapt All Layers to Size 150 Images. Adapt Fully Connected Layers to Validation Set 150. Base FC X3 Val Adapted. Base FC X3. Base. Train All Layers on Size 256 Images. - PowerPoint PPT PresentationTRANSCRIPT
Model Training Via Adaptation Andrew Howard – Howard Vision Technologies
Base
Low Res
High Res
Base FC X3
Low ResVal Adapted
High ResVal Adapted
Base FC X3 Val Adapted
Train All Layers on Size 256 Images
Adapt All Layersto Size 150 Images
Train Large FC Layerson Size 256 Images
Adapt All Layers to Size 448 ImagesNo Drop Out
Adapt Fully Connected Layersto Validation Set 256
Adapt Fully Connected Layersto Validation Set 448 No Drop Out
Adapt Fully Connected Layersto Validation Set 150
Predictions with Dense Grids at Multiple Scales
Andrew Howard – Howard Vision Technologies
Low ResVal Adapted
High ResVal Adapted
Base FC X3 Val Adapted
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