Pre-trained StyleGAN2-ADA pytorch Rice Leaf Disease
Published: 18 October 2022| Version 1 | DOI: 10.17632/h659rky35w.1
Contributor:
Haruna YunusaDescription
This is a pre-trained StyleGAN2-ADA network file stored as "rice_leaf_disease.pkl" that has already learned to generate synthetic images of four various rice leaf diseases namely; Bacterial blight, Tungro, Brown Spot and Rice Blast. The network was originally trained with 5,932 images. It can be used as a starting point to learn a new similar task or generate synthetic images. Using this pre-trained network with transfer learning will typically be much faster and easier than training a network from scratch. Pytorch
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Categories
Synthetic Image, Precision Agriculture, Deep Transfer Learning, Generative Adversarial Network