각 DataSet 사용법 및 관련부분 링크
NVIDIA Tranfer Learning (COCO2017)
https://github.com/NVIDIA/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/download_all.sh
COCOAPI (Coco Image /annotations)
https://github.com/cocodataset/cocoapi
Google DATA SET 검색
https://toolbox.google.com/datasetsearch
DATASET
아래 소스에서 사용하는 Dataset을 보도록하자
https://github.com/tensorflow/models/tree/master/research/slim
COCO DATASET 2017 Download
https://github.com/tensorflow/models/tree/master/research/slim
COCO DATASET 2017 Download
http://images.cocodataset.org/zips/train2017.zip
http://images.cocodataset.org/annotations/annotations_trainval2017.zip
http://images.cocodataset.org/zips/val2017.zip
상위 파일들이 필요한 파일인데, gsutil로 download를 할수가 없다.
하지만 다른 파일들은 gsutil로 Download가 가능하므로 gsutil을 설치하고 빨리 download하자
http://images.cocodataset.org/annotations/annotations_trainval2017.zip
http://images.cocodataset.org/zips/val2017.zip
COCOSET 사용방법
COCO Annotation Tool
https://eehoeskrap.tistory.com/353
https://eehoeskrap.tistory.com/353
상위 파일들이 필요한 파일인데, gsutil로 download를 할수가 없다.
하지만 다른 파일들은 gsutil로 Download가 가능하므로 gsutil을 설치하고 빨리 download하자
Train SET , Validation SET , TEST SET 의 역할 및 기능
https://3months.tistory.com/118
https://rfriend.tistory.com/188
https://en.wikipedia.org/wiki/Training,_validation,_and_test_sets
https://towardsdatascience.com/train-validation-and-test-sets-72cb40cba9e7
https://machinelearningmastery.com/difference-test-validation-datasets/
https://dbrang.tistory.com/1204
https://3months.tistory.com/118
https://rfriend.tistory.com/188
https://en.wikipedia.org/wiki/Training,_validation,_and_test_sets
https://towardsdatascience.com/train-validation-and-test-sets-72cb40cba9e7
https://machinelearningmastery.com/difference-test-validation-datasets/
https://dbrang.tistory.com/1204
- gsutil 설치
$ sudo apt install curl $ curl https://sdk.cloud.google.com | bash google-cloud-sdk // $HOME 설치됨 $ source ~/.bashrc
$ gsutil ls gs://images.cocodataset.org/zips/ // 상위 *.zip file ls만 되고 download가 안되지만 다른 directory는 동작가능
gs://images.cocodataset.org/zips/
gs://images.cocodataset.org/zips/test-stuff2017.zip
gs://images.cocodataset.org/zips/test2014.zip
gs://images.cocodataset.org/zips/test2015.zip
gs://images.cocodataset.org/zips/test2017.zip
gs://images.cocodataset.org/zips/train2014.zip
gs://images.cocodataset.org/zips/train2017.zip
gs://images.cocodataset.org/zips/unlabeled2017.zip
gs://images.cocodataset.org/zips/val2014.zip
gs://images.cocodataset.org/zips/val2017.zip
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