kaggle API
- To use this token, set the KAGGLE_API_TOKEN environment variable:
export KAGGLE_API_TOKEN=$Token
Or save it to ~/.kaggle/access_token, where the client will read it automatically:
mkdir -p ~/.kaggle && echo $Token > ~/.kaggle/access_token && chmod 600 ~/.kaggle/access_token
Then you can use the client as follows:
kaggle competitions list
datasets
petpy
- kaggle link : https://www.kaggle.com/code/alexvishnevskiy/breed-identification/input
- petpy api로 받는 듯한데 폐쇠된 듯
에라이kaggle kernels pull alexvishnevskiy/breed-identification
kaggle dataset
- https://keyog.tistory.com/26
- kaggle link : https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition/data
- 데이터 개수도 불분명하고 자꾸 뭘 인증하래
데이터 받기 힘드네
Oxford Cat Breed
- The Oxford-IIIT Pet Dataset
- 품종이 12개, 개당 200개로 품종 및 개수 부족
- 한국 품종에 최적화도 안됨
- 너무 잘 찍음
curl -L -o /content/datasets/Oxford-cat-breed-dataset.tar.gz https://thor.robots.ox.ac.uk/~vgg/data/pets/images.tar.gz
roboflow
- 링크 : https://universe.roboflow.com/x-daujs/cat-breed-classification-lbhsm
!pip install roboflow
from roboflow import Roboflow
rf = Roboflow(api_key="xxx")
project = rf.workspace("x-daujs").project("cat-breed-classification-lbhsm")
version = project.version(1)
dataset = version.download("folder")
curl -L "https://universe.roboflow.com/ds/jgKtvYbfhj?key=NPqCOoXfTe" > roboflow.zip; unzip roboflow.zip; rm roboflow.zip
C
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