Published October 26, 2022 | Version v1
Dataset Open

VegeNet - Image datasets and Codes

Creators

  • 1. Asia Pacific University of Technology & Innovation

Description

Compilation of python codes for data preprocessing and VegeNet building, as well as image datasets (zip files).

Image datasets:

  1. vege_original : Images of vegetables captured manually in data acquisition stage
  2. vege_cropped_renamed : Images in (1) cropped to remove background areas and image labels renamed
  3. non-vege images : Images of non-vegetable foods for CNN network to recognize other-than-vegetable foods
  4. food_image_dataset : Complete set of vege (2) and non-vege (3) images for architecture building.
  5. food_image_dataset_split : Image dataset (4) split into train and test sets
  6. process : Images created when cropping (pre-processing step) to create dataset (2). 

Files

[main] Full CP code.ipynb

Files (27.7 GB)

Name Size Download all
md5:84a62c5b73f22846cb2b4e6288460bac
5.1 MB Preview Download
md5:f908932014d6281b64d0bf80e99afc81
1.4 GB Preview Download
md5:b1ea87f163c5f5763811446f8fe84afe
2.5 GB Preview Download
md5:539119aaf2f1ec8c9e7075162f96f5ad
139.5 MB Preview Download
md5:045a6e2a9d4a14f280628a0bad9e3261
22.8 MB Preview Download
md5:74e243ed317be53b28d074e28f6b2e08
1.1 GB Preview Download
md5:f8e3b13bbed23f459f63e102561d1a7a
22.5 GB Preview Download