Airbus_SDC

Code for my first Kaggle competition "Airbus Ship Detection Challenge"

Implementation Details

In this competition I explored a host of new ideas:

Here are some of the results from my best (0.82) submission. The second column is the prediction and the third column is the ground truth.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
out		out
.gitignore		.gitignore
Baseline-U-Net-Model.ipynb		Baseline-U-Net-Model.ipynb
README.md		README.md
create_downsampled_chips.ipynb		create_downsampled_chips.ipynb
create_kmeans_clusters.ipynb		create_kmeans_clusters.ipynb
create_ship_chips.ipynb		create_ship_chips.ipynb
loss_study.ipynb		loss_study.ipynb
pil_cv2_benchmark.ipynb		pil_cv2_benchmark.ipynb
post_training_data_cleanup.ipynb		post_training_data_cleanup.ipynb
preprocess_rle2hdf5.ipynb		preprocess_rle2hdf5.ipynb
preprocess_segmentation.ipynb		preprocess_segmentation.ipynb
preprocess_weights.ipynb		preprocess_weights.ipynb
run_length_decoding_quick_start.ipynb		run_length_decoding_quick_start.ipynb
segmentation_study.ipynb		segmentation_study.ipynb
unet_to_submission.ipynb		unet_to_submission.ipynb
utils.py		utils.py