AI Glossary
The complete dictionary of Artificial Intelligence
162
categories
2,032
subcategories
23,060
terms
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Pixel-Wise Prediction
Process of assigning a class label to each individual pixel of an image, fundamental for semantic segmentation.
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Atrous Spatial Pyramid Pooling (ASPP)
Module that captures multi-scale context by applying atrous (dilated) convolutions with different dilation rates in parallel.
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Mean Intersection over Union (mIoU)
Metric that averages the IoU over all classes in the dataset to evaluate the overall performance of a segmentation model.
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Loss Function for Segmentation
Objective function, often a Cross-Entropy or Dice Loss, optimized to measure the divergence between the prediction and the ground truth pixel by pixel.
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