Your chance to win $10,000 and your first customer!
Heyang Li (Thomas) and
Sasha Banaszczyk and
Geoff Osborn and
The goal of this challenge is to develop an image processing algorithm which can classify material in a gold mine as high, medium or low grade ore, or waste. The winner of the competition will receive $10,000 AUD.
Once you have registered, within 24 hours you’ll also receive an email from GlassTerra. This email will contain an invitation to access the private model on GlassTerra, via which you’ll be able to download the full dataset.
Submissions will open on the 25th of August and close on the 25th of September. Register and we’ll let you know as soon as submissions open. In the meantime once you register you’ll be able to download the full dataset and get a head start!
Note that submissions are ranked based on score and the date of submission, so you should submit as soon as possible. You can make multiple submissions if you improve your algorithm later.
This challenge includes a dataset approx 1.2GB in size, containing 218 images each approx 12 megapixels. You can get an overview of the data by viewing the 3D model on GlassTerra. To download the data you will need to register for the competition and you will receive an email with a link to the data.
There are two parts to the competition - processing the images to find features, and then estimating the overall grade (high, medium, low or waste) of the image.
While the competition is open you only need to submit the estimated grade and percentages. We’ll score your submission based on the number of correct answers. We’ll let you know your score, and update a leaderboard of the current highest-ranked submissions.
At the end of the competition we’ll ask the top 5 ranked submissions to submit their algorithm for full assessment. We’ll look at the accuracy of the results, but also look at subjective criteria such as the classified images, code quality, ease of integration, etc. We’ll then award the 1st, 2nd and 3rd prizes.
You always retain full ownership of your IP.
While the competition is open you do not need to submit any source code for your algorithm, only the results.
When submissions close if you are ranked in the top 5 we will invite you to submit your algorithm. You’ll need to grant us a 30 day non-exclusive license to the algorithm solely for us to assess it.
If you are selected as the winner, in return for the $10,000 prize you must assign a perpetual non-exclusive royalty-free license to Gold Fields, for Gold Fields’ internal use only. You will continue to own your algorithm, and are free to do whatever you like with it, including selling it to others.
Yes, you can submit early and then refine your algorithm and submit again later. Your algorithm will be ranked based on its best score.
If two or more people have submissions with the same score, then they will be ranked based on the date they were submitted. So we encourage you to submit early.