Bean
Semantic Segmentation
19 downloads
Datasets
Browse published stomata datasets used in deep learning and computer vision research. Filter by plant and annotation type, then download with the original citation and paper links.
Wheat
Bounding Box
19 downloads
Wheat Bounding Box
- Annotated
- Yes
- Quantity
- 349
- Size
- 913
Gibbs, J.A., Mcausland, L., Robles-Zazueta, C.A., Murchie, E.H. and Burgess, A.J., 2021. A deep learning method for fully automatic stomatal morphometry and maximal conductance estimation. Frontiers in Plant Science, 12, p.780180.
Wheat
Bounding Box
15 downloads
Soybean
Bounding Box
16 downloads
Soybean Bounding Box
- Annotated
- Yes
- Quantity
- 183
- Size
- 928
Sultana, M.P., Islam, M.S., Islam, M.H., Haque, M.M. and Karim, M.A., 2021. Performance of Soybean Genotypes as Affected by Spacing and Nitrogen Management in Madhupur Tract, Bangladesh. Journal of Agroforestry and Environment, 14(1&2), pp.12-20.
Wheat
Bounding Box
25 downloads
Wheat Bounding Box
- Annotated
- Yes
- Quantity
- 2161
- Size
- 380
Sun, Z., Wang, X., Song, Y., Li, Q., Song, J., Cai, J., Zhou, Q., Zhong, Y., Jin, S. and Jiang, D., 2023. StomataTracker: Revealing circadian rhythms of wheat stomata with in-situ video and deep learning. Computers and Electronics in Agriculture, 212, p.108120.
Maize
Bounding Box
14 downloads
Maize Bounding Box (ProScope)
- Annotated
- Yes
- Quantity
- 2000
- Size
- 282
Liang, X., Xu, X., Wang, Z., He, L., Zhang, K., Liang, B., Ye, J., Shi, J., Wu, X., Dai, M. and Yang, W., 2022. StomataScorer: a portable and high‐throughput leaf stomata trait scorer combined with deep learning and an improved CV model. Plant biotechnology journal, 20(3), pp.577-591.
Maize
Bounding Box
15 downloads
Maize Bounding Box (TipScope)
- Annotated
- Yes
- Quantity
- 500
- Size
- 299
Liang, X., Xu, X., Wang, Z., He, L., Zhang, K., Liang, B., Ye, J., Shi, J., Wu, X., Dai, M. and Yang, W., 2022. StomataScorer: a portable and high‐throughput leaf stomata trait scorer combined with deep learning and an improved CV model. Plant biotechnology journal, 20(3), pp.577-591.
Poplar
Bounding Box
12 downloads
Poplar Bounding Box
- Annotated
- Yes
- Quantity
- 113
- Size
- 218
Gibbs, J.A., Mcausland, L., Robles-Zazueta, C.A., Murchie, E.H. and Burgess, A.J., 2021. A deep learning method for fully automatic stomatal morphometry and maximal conductance estimation. Frontiers in Plant Science, 12, p.780180.
Poplar
Semantic Segmentation
16 downloads
Oil Palm
Bounding Box
18 downloads
Rice
Bounding Box
19 downloads
Arabidopsis
Bounding Box
52 downloads
Arabidopsis Bounding Box
- Annotated
- Yes
- Quantity
- 1800
- Size
- 1390
Casado-García, A., Del-Canto, A., Sanz-Saez, A., Pérez-López, U., Bilbao-Kareaga, A., Fritschi, F.B., Miranda-Apodaca, J., Muñoz-Rueda, A., Sillero-Martínez, A., Yoldi-Achalandabaso, A. and Lacuesta, M., 2020. LabelStoma: A tool for stomata detection based on the YOLO algorithm. Computers and Electronics in Agriculture, 178, p.105751.
Annotation format (generic XML)
sample.xml not found