Image Segmentation

UNet On Kaggle Carvana

  • Carvana

  • UNet

    • Convolutional neural network for image segmentation

Diagram of a convolutional neural network architecture with input image size 572x572, showing layers such as conv 3x3, max pooling 2x2, up-convolution 2x2, and output segmentation map, with annotations for layer types and sizes.

  • Original Model was already extremely high

  • Reduced remaining error in Dice score by 35%

Bar chart comparing dice scores of two models: Original UNet and UNet with Dendrites. The UNet with Dendrites has a higher score.