zindi-sansa-informal-settlements-in-south-africa

Install dependencies

pip install -r requirements.txt

Expected directory structure

./data directory should contain the following files

• 2528C.tif
• 2930D.tif
• Train.csv
• Test.csv

Training the models

Run the notebooks in the following order.

0: Preprocessing

0_zindi_sansa_preprocessing

1-7: Training

1_zindi_sansa_eff5_cmix_F0
2_zindi_sansa_eff5_F0
3_zindi_sansa_eff5_F1
4_zindi_sansa_eff5_F2
5_zindi_sansa_eff5_F3
6_zindi_sansa_eff5_F4
7_zindi_sansa_effnet4

8: Inference

8_zindi_sansa_inference