For holding anime-related object classification and detection models

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Deep Learning animesion
Overview

Animesion

An end-to-end framework for anime-related object classification, detection, segmentation, and other models.

Update: 01/22/2020. Due to time-constraints I will for now just finish and publish the components for classification. Detection and segmentation require more adjustments to the pipelines, but I hope that the reslts published here encourage other researchers and hobbyists to further continue this project. If not hopefully I will be able to come back at it in a few months time from now.

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Comments
  • Best hyperparameter

    Best hyperparameter

    Thank you very much for sharing your interesting project!

    I'm planning to train a classifier with your classification code on another character face dataset.

    Our best model, ViT L-16 with image size 128x128 and batch size 64

    May I ask configurations of other hyperparameters of the best ViT L-16 model? (E.g. learning rate, epoch, decay.)

    opened by kosuke1701 2
Owner
Edwin Arkel Rios
MSc Student in Electrical Engineering and Computer Science at National Chiao Tung University's Parallel Computing System (PCS) Lab Bio-Signal Processing Group.
Edwin Arkel Rios
GitHub
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