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Annotated X-ray CT images and masks of an Almond bud (P. Dulcis)

Drought stressed almond flower bud (Prunis dulcis) from a plant housed at the University of California, Davis, was scanned by X-ray micro-computed tomography (microCT) on the X-ray μCT beamline (8.3.2) at the Advanced Light Source (ALS) in Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA USA) using the 4x lens with a pixel resolution of 1.72 µm using. For masks, the background has a value of 0,0,0; air spaces have a value of 255,255, 255; bud scales have a value= 128,0,0; and flower tissues have a value of = 000,128,000. These files were used for training a model to segment the almond bud and for testing the accuracy, precision, recall, and f1 score of the model.

32 files in this archive

  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00149.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00234.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00354.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00449.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00549.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00649.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00749.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00150.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00235.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00355.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00450.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00550.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00650.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_images_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00750.jpg
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00149.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00234.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00354.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00449.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00549.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00649.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_test/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00749.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00150.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00235.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00355.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00450.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00550.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00650.png
  • Almond_bud_tube_D_P6_training_testing_images_and_masks/Tube_D_Position_6_masks_train/20191222_145500_Ken_TubeD_Position6_67_S1_M.h5_00750.png

Additional Information

FieldValue
mimetypeapplication/zip
filesize11.65 MB
resource typefile upload
timestampMar 21, 2022
MD5
TIMESTAMP