Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels.
Ilya KostrikovDenis YaratsRob FergusPublished in: CoRR (2020)
Keyphrases
- input image
- image pixels
- reinforcement learning
- image regions
- pixel values
- neighboring pixels
- image data
- single image
- multiscale
- original images
- image classification
- image features
- intensity values
- image blocks
- edge detection
- image content
- edge pixels
- high resolution
- pixel wise
- homogeneous regions
- adjacent regions
- pixel intensities
- gray level images
- adjacent pixels
- segmentation algorithm
- gray value
- grey level
- feature points
- foreground and background
- color distribution
- image analysis
- template matching
- image retrieval
- function approximation
- machine learning
- edge points
- aspect ratio
- gray level
- image representation
- pre processing stage