Actinidia chinensis cv. 'Hayward' Flower Dataset 2024 (augmented version)

This dataset is an augmented version of an existing dataset (10.5281/zenodo.13692223), which comprises images annotated according to Actinidia flower gender. The images were acquired in Quinta do Carrazedo (41.32170534304873, -8.661668130688255) with an iPhone Xr with a single camera and a resolution of 640x640 pixels. The dataset includes images of female and male flowers of Actinidia chinensis cv. 'Hayward'.

The augmented images and their annotations are stored in an archive with the following structure:

main_directory/

annotations/

pascalvoc/

PascalVOC annotation files

...

yolo/

YOLO annotation files

...

images/

Image files

...

Each annotation file links to its image by the file name, so if an image is named "TL_Actinidia_Flower_2024_*_type_of_augmentation.jpg", its annotation files are named "TL_Actinidia_Flower_2024_*_type_of_augmentation.xml" (for PascalVOC format) and "TL_Actinidia_Flower_2024_*type_of_augmentation.txt" (for YOLO format) where in the place of the asterisks are numbers.

Also, the subsets that were used to train, validate and test some deep learning models are available in three .TXT files (train.txt, val.txt and test.txt), where each file line corresponds to an image and annotation name.