zoomed in/out, rotated, flipped, distorted, or shaded with a hue). This was repeated to increase the dataset size from N to 2 N. The GAN style transfer baseline uses 6 different styles to transform images (Cezanne, Enhance, Monet, Ukiyoe, Van Gogh and Winter). The Neural Augmentation...
Erhan D, Bengio Y, Courville A, Manzagol PA, Vincent P. Why does unsupervised pre-training help deep learning? J Mach Learn Res. 2010;11:625–60. MathSciNet MATH Google Scholar Mark P, Dean P, Geoffrey H, Tom MM. Zero-shot learning with semantic output codes. In: NIPS; 2009. Yo...
Saharia, Chitwan Chan, William Saxena, Saurabh Li, Lala Whang, Jay Denton, Emily L Ghasemipour, Kamyar Gontijo Lopes, Raphael Karagol Ayan, Burcu Salimans, Tim others High-Resolution Image Synthesis with Latent Diffusion Models (20 Dec 2021) [CVPR 2022 (Oral)] Rombach, Robin Blattmann, ...
Agriculture is the most primary and indispensable source to furnish national income of numerous countries including India. Diseases in plants/crops are the serious causes in degrading the production quantity and quality, which results in economy losses. Thus, identification of the diseases in plants is...