Mr-TalhaIlyas / Precision-Agriculture-Datasets

A repository containing links of datasets used for training deep CNNs in precision agriculture.

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Datasets

Download Link One Drive

The above Onedrive link contains the links to all the datasets used in below papers.

SS1K Dataset

Paper

Strawberry Disease Dataset

Paper

Strawberry Crown Dataset

Paper

Strawberry Center Point Dataset

Paper

Rice and Paddy Dataset

Paper

Citation

Ilyas, T., Khan, A., Umraiz, M., Jeong, Y. and Kim, H., 2021. Multi-scale context aggregation for strawberry fruit recognition and disease phenotyping. IEEE Access, 9, pp.124491-124504.

Ilyas, T., Umraiz, M., Khan, A. and Kim, H., 2021. DAM: Hierarchical adaptive feature selection using convolution encoder decoder network for strawberry segmentation. Frontiers in plant science, 12, p.591333.

Ilyas, T. and Kim, H., 2021, October. A Deep Learning Based Approach for Strawberry Yield Prediction via Semantic Graphics. In 2021 21st International Conference on Control, Automation and Systems (ICCAS) (pp. 1835-1841). IEEE.

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A repository containing links of datasets used for training deep CNNs in precision agriculture.