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feat: datasets関連を追加
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KorRyu3
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8
datasets/.gitignore
vendored
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datasets/.gitignore
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# 全てのファイルを除外
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*/*
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# 例外
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!.gitignore
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!README.md
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!**/data.yaml
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!**/README*.txt
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datasets/README.md
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datasets/README.md
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# カスタムデータセット
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Roboflowというサービスを使用してデーターセットを作成しています。
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学習や評価に使用するデータセットは、
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- [サトウキビ](https://universe.roboflow.com/hoku/sugarcane-3vhxz/dataset/11)
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- [パイナップル](https://universe.roboflow.com/hoku/pineapple-thsih/dataset/7)
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から`YOLO v8`形式でダウンロードし、下記を参考に`train`, `valid`, `test`を各ディレクトリに配置してください。
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## ディレクトリ構造
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```plaintext
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datasets/
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.gitignore
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README.md
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sugarcane/
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data.yaml
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README.dataset.txt
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README.roboflow.txt
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train/
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images/
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...
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labels/
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...
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valid/
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images/
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...
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labels/
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...
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test/
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images/
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...
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labels/
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...
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pineapple/
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data.yaml
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README.dataset.txt
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README.roboflow.txt
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train/
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images/
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...
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labels/
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...
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valid/
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images/
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...
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labels/
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...
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test/
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images/
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...
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labels/
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...
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```
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datasets/pineapple/README.dataset.txt
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datasets/pineapple/README.dataset.txt
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# Pineapple > 2023-07-19 9:57am
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https://universe.roboflow.com/hoku/pineapple-thsih
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Provided by a Roboflow user
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License: MIT
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datasets/pineapple/README.roboflow.txt
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datasets/pineapple/README.roboflow.txt
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Pineapple - v7 2023-07-19 9:57am
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==============================
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This dataset was exported via roboflow.com on July 31, 2024 at 3:58 PM GMT
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Roboflow is an end-to-end computer vision platform that helps you
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* collaborate with your team on computer vision projects
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* collect & organize images
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* understand and search unstructured image data
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* annotate, and create datasets
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* export, train, and deploy computer vision models
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* use active learning to improve your dataset over time
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For state of the art Computer Vision training notebooks you can use with this dataset,
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visit https://github.com/roboflow/notebooks
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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The dataset includes 619 images.
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Pineapple are annotated in YOLOv8 format.
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The following pre-processing was applied to each image:
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No image augmentation techniques were applied.
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datasets/pineapple/data.yaml
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datasets/pineapple/data.yaml
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path: datasets/sugarcane # dataset root dir
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train: train/images
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val: valid/images
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test: test/images
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nc: 2
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names: ['pineapple', 'weed']
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roboflow:
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workspace: hoku
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project: pineapple-thsih
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version: 7
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license: MIT
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url: https://universe.roboflow.com/hoku/pineapple-thsih/dataset/7
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6
datasets/sugarcane/README.dataset.txt
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datasets/sugarcane/README.dataset.txt
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# sugarcane > 2023-07-19 9:58am
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https://universe.roboflow.com/hoku/sugarcane-3vhxz
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Provided by a Roboflow user
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License: CC BY 4.0
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datasets/sugarcane/README.roboflow.txt
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datasets/sugarcane/README.roboflow.txt
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sugarcane - v11 2023-07-19 9:58am
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==============================
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This dataset was exported via roboflow.com on July 9, 2024 at 5:16 AM GMT
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Roboflow is an end-to-end computer vision platform that helps you
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* collaborate with your team on computer vision projects
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* collect & organize images
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* understand and search unstructured image data
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* annotate, and create datasets
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* export, train, and deploy computer vision models
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* use active learning to improve your dataset over time
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For state of the art Computer Vision training notebooks you can use with this dataset,
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visit https://github.com/roboflow/notebooks
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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The dataset includes 811 images.
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Sugarcane are annotated in YOLOv8 format.
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The following pre-processing was applied to each image:
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No image augmentation techniques were applied.
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14
datasets/sugarcane/data.yaml
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datasets/sugarcane/data.yaml
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path: datasets/sugarcane # dataset root dir
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train: train/images
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val: valid/images
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test: test/images
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nc: 2
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names: ['sugarcane', 'weed']
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roboflow:
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workspace: hoku
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project: sugarcane-3vhxz
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version: 11
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license: CC BY 4.0
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url: https://universe.roboflow.com/hoku/sugarcane-3vhxz/dataset/11
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