pip install oidv6

pip install --upgrade oidv6

Packages	Min version	Current version
requests	2.23.0
numpy	1.18.4
pandas	1.0.4
progressbar2	3.51.3
opencv-contrib-python	4.2.0.34
awscli	1.18.69

• Official site Open Images Dataset V6
• List of all classes that can be downloaded

Note! Classes that are composed of several words should be surrounded by quotation marks (if they are passed directly to the command line). For example: "Organ (Musical Instrument)"

1. Downloading classes (apple, banana, Kitchen & dining room table) from the train, validation and test sets with labels in semi-automatic mode and image limit = 4 (Language: Russian)

   CMD

   oidv6 downloader ru --dataset path_to_directory --type_data all --classes apple banana "Kitchen & dining room table" --limit 4

2. Downloading training classes (cat, dog) from the train set with tags in automatic mode and image limit = 10 (Language: English)

   CMD

   oidv6 downloader en --dataset path_to_directory --type_data train --classes Cat dOg --limit 10 --yes

3. Downloading validation classes (see text file) from the validation set with labels in automatic mode and image limit = 10 (Language: English)

   Text file

   person
   Organ (Musical Instrument)
   

   CMD

   oidv6 downloader --dataset path_to_directory --type_data validation --classes text_file_path --limit 10 --yes

4. Downloading classes (axe, calculator) in one directory from the train, validation and test sets with labels in automatic mode and image limit = 12 (Language: English)

   CMD

   oidv6 downloader --dataset path_to_directory --type_data all --classes axe calculator --limit 12 --multi_classes --yes