feat: datasets関連を追加

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KorRyu3 2024-08-01 01:24:40 +09:00
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# 全てのファイルを除外
*/*
# 例外
!.gitignore
!README.md
!**/data.yaml
!**/README*.txt

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# カスタムデータセット
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。
学習や評価に使用するデータセットは、
- [サトウキビ](https://universe.roboflow.com/hoku/sugarcane-3vhxz/dataset/11)
- [パイナップル](https://universe.roboflow.com/hoku/pineapple-thsih/dataset/7)
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。
## ディレクトリ構造
```plaintext
datasets/
.gitignore
README.md
sugarcane/
data.yaml
README.dataset.txt
README.roboflow.txt
train/
images/
...
labels/
...
valid/
images/
...
labels/
...
test/
images/
...
labels/
...
pineapple/
data.yaml
README.dataset.txt
README.roboflow.txt
train/
images/
...
labels/
...
valid/
images/
...
labels/
...
test/
images/
...
labels/
...
```

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# Pineapple > 2023-07-19 9:57am
https://universe.roboflow.com/hoku/pineapple-thsih
Provided by a Roboflow user
License: MIT

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Pineapple - v7 2023-07-19 9:57am
==============================
This dataset was exported via roboflow.com on July 31, 2024 at 3:58 PM GMT
Roboflow is an end-to-end computer vision platform that helps you
* collaborate with your team on computer vision projects
* collect & organize images
* understand and search unstructured image data
* annotate, and create datasets
* export, train, and deploy computer vision models
* use active learning to improve your dataset over time
For state of the art Computer Vision training notebooks you can use with this dataset,
visit https://github.com/roboflow/notebooks
To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
The dataset includes 619 images.
Pineapple are annotated in YOLOv8 format.
The following pre-processing was applied to each image:
No image augmentation techniques were applied.

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path: datasets/sugarcane # dataset root dir
train: train/images
val: valid/images
test: test/images
nc: 2
names: ['pineapple', 'weed']
roboflow:
workspace: hoku
project: pineapple-thsih
version: 7
license: MIT
url: https://universe.roboflow.com/hoku/pineapple-thsih/dataset/7

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# sugarcane > 2023-07-19 9:58am
https://universe.roboflow.com/hoku/sugarcane-3vhxz
Provided by a Roboflow user
License: CC BY 4.0

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sugarcane - v11 2023-07-19 9:58am
==============================
This dataset was exported via roboflow.com on July 9, 2024 at 5:16 AM GMT
Roboflow is an end-to-end computer vision platform that helps you
* collaborate with your team on computer vision projects
* collect & organize images
* understand and search unstructured image data
* annotate, and create datasets
* export, train, and deploy computer vision models
* use active learning to improve your dataset over time
For state of the art Computer Vision training notebooks you can use with this dataset,
visit https://github.com/roboflow/notebooks
To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
The dataset includes 811 images.
Sugarcane are annotated in YOLOv8 format.
The following pre-processing was applied to each image:
No image augmentation techniques were applied.

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path: datasets/sugarcane # dataset root dir
train: train/images
val: valid/images
test: test/images
nc: 2
names: ['sugarcane', 'weed']
roboflow:
workspace: hoku
project: sugarcane-3vhxz
version: 11
license: CC BY 4.0
url: https://universe.roboflow.com/hoku/sugarcane-3vhxz/dataset/11