applicable models
convolutional
Techniques for CNNs and vision models
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Gradient-weighted Class Activation Mapping | Algorithmic | Architecture/neural Networks/convolutional Requirements/architecture Specific +3 | Image | Grad-CAM (Gradient-weighted Class Activation Mapping) draws a heatmap over an image showing which regions most raise a... | ||
| Embedding Bias Analysis | Testing | Architecture/neural Networks Architecture/neural Networks/transformer +3 | Text Image | Embedding bias analysis tests whether the numerical representations a model uses for words, images or documents link... |
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