Pollen-Analyzer

Prerequisites

You can install all necessary dependencies using the following commands:

pip install -r requirements.txt
pip install -r requirements_torch.txt

The used dataset as well as supplementary materials are accessible via the following link: https://doi.org/10.6084/m9.figshare.32147599

Name		Name	Last commit message	Last commit date
Latest commit History 81 Commits
Classification		Classification
Instance_Segmentation		Instance_Segmentation
Models		Models
Save		Save
Utils		Utils
common		common
old_notebooks		old_notebooks
pipeline		pipeline
.gitattributes		.gitattributes
.gitignore		.gitignore
1_instance_segmentation.ipynb		1_instance_segmentation.ipynb
2_open_set_classification_training.ipynb		2_open_set_classification_training.ipynb
3_osc_embeddings.ipynb		3_osc_embeddings.ipynb
4_ocs_calibration.ipynb		4_ocs_calibration.ipynb
5_tsne_visualization.ipynb		5_tsne_visualization.ipynb
Pollen monitoring.drawio		Pollen monitoring.drawio
README.md		README.md
inference.py		inference.py
requirements.txt		requirements.txt
requirements_torch.txt		requirements_torch.txt