griseljimenez/seismic-facies-identification-starter-kit

More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge

Seismic Facies Identification - Starter Kit

• 💪  Challenge Page: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge
• 🗣️  Discussion Forum: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge/discussion
• 🏆  Leaderboard: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge/leaderboards

Installation

git clone https://github.com/AIcrowd/seismic-facies-identification-starter-kit
cd seismic-facies-identification-starter-kit
pip install -r requirements.txt

Data download

Download all the files from the AIcrowd Resources page, and put them in the data/ folder. This should give you a folder structure similar to :

data/
├── data_test.npz
├── data_train.npz
└── labels_train.npz

NOTE: If you have not accepted the challenge rules (by clicking on the Participate button), you will be asked to agree to the Rules of the competition at this point.

Basic Usage

Generate Random Predictions

python random_predict.py 

This should generate a prediction.npz file, which you can upload by clicking on Create Submission on the challenge page.

NOTE The submitted npz is expected to contain a prediction key storing a ndarray of the same shape as that of the data_test.npz. Please refer here for an example.

Starter Notebooks

Coming Soon

Author

S.P. Mohanty [email protected]