/GoPansa

System that classifies meat images such as beef and pork using deep learning

Primary LanguageJupyter Notebook

GoPansa

Image-based meat grade automatic measurement service

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πŸ‘¨β€πŸ‘¦β€πŸ‘¦ Members

πŸ“ƒ Table of Contents

πŸ’Ύ DataSet

We get data from AI HUB : μΆ•μ‚°λ¬Ό ν’ˆμ§ˆ(QC) 이미지

πŸ’Ώ Sample Data

Cow (Grade 1++, 1+) : 60,000 μž₯

Pig (Grade 1+, 1) : 10,000 μž₯

πŸ“Š Deep Learning Model Performance

  • Using ResNext Model

  • Transfer Learning through Fine Tuning

πŸ“ˆ Train Accuracy (Cow, Pig)

πŸ“‰ Train Loss (Cow, Pig)

πŸ›  WBS


πŸ–₯ User Interface

Index Page


Register Profile & Store


MyPage & Payment


Check Meat Grade (Cow)


Show Meat Grade Table (Cow & Pig)


Map


πŸ“½ Testing Video

You can see the Testing Video here (Youtube)

βš™ SW Architecture


πŸ† Award

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