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FCN-ResNet50

Fully-convolutional network model for image segmentation.

FCN_ResNet50 is a machine learning model that can segment images from the COCO dataset. It uses ResNet50 as a backbone.

Snapdragon® X Elite
42.3ms
Inference Time
9MB
Memory Usage
129NPU
Layers

Technical Details

Model checkpoint:COCO_WITH_VOC_LABELS_V1
Input resolution:224x224
Number of parameters:32.9M
Model size:126 MB

Applicable Scenarios

  • Anomaly Detection
  • Inventory Management

Licenses

Source Model:BSD-3-CLAUSE
Deployable Model:AI Model Hub License

Supported Compute Chipsets

  • Snapdragon® X Elite