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2 years ago in Machine Learning By Reema

What pre-processing techniques are used for natural scene images in ML?

What are the essential pre-processing steps for preparing natural scene images for a machine learning model?

All Answers (1 Answers In All)

By Kumar Answered 8 months ago

Common techniques include resizing/normalization, color space conversion (e.g., to HSV), noise reduction (filters), histogram equalization for contrast, and data augmentation (rotation, flipping). Feature extraction (SIFT, HOG) may also be used before traditional ML.

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