Detailed explanation: Diving into Leaves classification — An Intermediate Deep Learning Project.
5-fold + ensemble = 98.5% acc!! (In order to make this article not too long, I will only show the part of resnext50) SUMMARY OF METHODOLOGY: · optimiser : Adam, CosineAnnealingLR. 1. Simple data augmentation + ResNet50 Fine Tuning + 5-Fold Cross Validation. 2. Simple data augmentation + DenseNet Fine Tuning + 5-Fold…
Detailed explanation: Diving into Leaves classification — An Intermediate Deep Learning Project. 5-fold + ensemble = 98.5% acc!! (In order to make this article not too long, I will only show the part of resnext50) SUMMARY OF METHODOLOGY: · optimiser : Adam, CosineAnnealingLR. 1. Simple data augmentation + ResNet50 Fine Tuning + 5-Fold Cross Validation. 2. Simple data augmentation + DenseNet Fine Tuning + 5-Fold… deep-learning
Detailed explanation Diving Leaves classification — Intermediate Deep Learning Project 5fold ensemble 985 acc order make article long show part resnext50 SUMMARY METHODOLOGY · optimiser Adam CosineAnnealingLR 1 Simple data augmentation ResNet50 Fine Tuning 5Fold Cross Validation 2 Simple data augmentation DenseNet Fine Tuning 5Fold… deeplearning