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HPA-competition

Analysis of the Human Protein Atlas Image Classification Competition

Source code for plots
Script to download HPAv18
Source code of team solutions

Source code for plots

See paper_counts.ipynb for source for plots that analyse the competition data counts, eg number of images, number of labels etc.
See paper_scores.ipynb for source for plots that analyse the team scores.

Script to download HPAv18

Run download_hpa_dataset.py to download the HPAv18 image dataset from https://www.proteinatlas.org.
```
pip3 install -r requirements.txt
python3 download_hpa_dataset.py
```

Source code of team solutions

See this repository for the source code of the teams that are co-authors of the paper.