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ai-image-upscaling

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UgurCan222 / A-Different-Approach--Image-Enhancement-with-Imputation-and-Regression-Methods

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This experimental work presents a different approach to increase the size and quality of an image by adding a blank pixel around each pixel in an image, enlarging the image, breaking it into parts, and generating these blank pixels by predicting them with models.

python opencv machine-learning computer-vision numpy image-processing randomforest xgboost imputation image-analysis regression-models super-resolution knn digital-image-processing gradient-boosting image-enhancement pixel-prediction image-interpolation image-enlargement ai-image-upscaling
  • Updated Sep 7, 2024
  • Python

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