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cacao-research's Introduction

CSDATA01 – DATA SCIENCE FUNDAMENTALS

Name of Group Members:

  1. Grimaldo, James Leo
  2. Parcon, Mary Meliza
  3. Yamamoto, Rikiya

DATASET DESCRIPTION

Instruction: Please provide details of the dataset that you will use for the project. You may use actual dataset (if applicable). You are also allowed to use mix dataset (downloaded from different sites), or existing dataset.

Dataset Name Cacao Diseases
Dataset Link https://www.kaggle.com/datasets/zaldyjr/cacao-diseases
Images dimensions 1080x1080
Number of images 4390
Number of classes 3
Number of images per class Black Pod Rot: 943, Healthy: 3344, Pod Borer: 103
Images File size 1.09 GB
Notes This dataset is a compilation of images taken from different cacao diseases in Davao City.
Models
Xception
InceptionResNetV2
EfficientNetB7

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