Leaf-Count-Prediction

Deep Learning case study based on predicting leaf counts given the plant image.

Dataset:

M. Minervini, A. Fischbach, H.Scharr, and S.A. Tsaftaris. Finely-grained annotated datasets for image-based plant phenotyping. Pattern Recognition Letters, pages 1–10, 2015, doi:10.1016/j.patrec.2015.10.013 [PDF] [BibTex]
plant-phenotyping.org [BibTex]

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Regression Models based on Segmentation		Regression Models based on Segmentation
Segmentation Model		Segmentation Model
Quantized_model_analysis.ipynb		Quantized_model_analysis.ipynb
README.md		README.md
Results_analysis.ipynb		Results_analysis.ipynb
Transfer_learning_models.ipynb		Transfer_learning_models.ipynb
error_df.csv		error_df.csv