Dataset · Zenodo · March 30, 2026
CPD-1 Train/Val/Test Splits and Augmented Data for Pollen Grain Classification
Abdinabi Mukhamadiyev, Rustam Safarov, Jumanov Isroil Ibragimovich, Sunatillo Kholmonov, Toshtemir Abdikhafizovich Khujakulov, Doston Khasanov
Abstract
This dataset contains the training/validation/test partitions (Dataset 1) and an alternative train/test partition (Dataset 2), together with the augmented training set, used in the study 'Comparative Analysis of Methods for Improving the Classification Accuracy of Morphologically Similar Pollen Grain Classes on the CPD-1 Dataset'. It is derived from the Cretan Pollen Dataset v1 (CPD-1), originally created by Tsiknakis, N.; Savvidaki, E.; Kafetzopoulos, S.; Manikis, G.; Vidakis, N.; Marias, K.; Alissandrakis, E., and openly available at https://doi.org/10.5281/zenodo.4756361 under CC BY 4.0. Please cite both the original CPD-1 dataset and this derivative when using these splits.
More by Doston Khasanov
- Comparative Analysis of Methods for Improving the Classification Accuracy of Morphologically Similar Pollen Grain Classes on the CPD-1 DatasetSensors · 2026
- Urban Spatial Growth Modeling and Prediction using an Inte-grated Model of Artificial Neural Network and Cellular Au-tomataResearch Square · 2026
- Differentiable Resolution Allocation for Tiny Object Detection in UAV ImagerySensors · 2026
- AH-YOLOFlow: Vision-Based Pedestrian Flow Analytics for Smart Urban Crosswalk Performance MonitoringSustainability · 2026 · Citations: 1