🛠 Contribute: Found a typo? Or any other change in the description that you would like to see? Please consider sending us a pull request in the public repo of the challenge here.
Remember the summer vacation nostalgia of sitting down to solve a giant 200 piece puzzle? At some point, all of us enjoyed and solved puzzles. The panic of a missing piece and the joy of completing puzzles was exciting!
This challenge will try to recreate the retro-puzzle solving with an AI twist!
Given a set of jumbled images, can you sort them in the correct order to solve the puzzle and form the complete picture?
The mission, if you choose to accept, is to classify and sort the many jumbled images in the correct order and submit a final solution with the correct order number.
Understand with code! Here is
getting started code for you.
The dataset contains puzzle pieces for an images, inside the folder with name as the image id in
puzzles.tar.gz. The height and widhth of original image can be found in the
metadata.csv . There are total
2500 such folders, with puzzle pieces of the respective image ids.
Following files are available in the
puzzles.tar.gz: A tar.gz file which when extracted, has 2500 folders (where folder names are the puzzle-id), and each of the folders contain the individual puzzle pieces comprising this puzzle as PNG files.
sample_submission.tar.gz: A tar.gz file with 2500 randomly reconstructed images of each of the puzzles in the test set. The naming convention for each of the files inside this tar is
metadata.csv: A file containing the width and height of each of the puzzles in the test set.
Recreate the original images with the puzzle pieces given in each folder for an image.
Name the image as
tar.gzfile containing all the recreated images.
Sample_submission.tar.gzcan be found in resources section.
Make your first submission here 🚀 !!
🖊 Evaluation Criteria
This challenge uses the SSIM score as the primary evaluation metric and the Mean Squared Error.
For all the puzzles in the dataset, the individual scores are computed by comparing the submitted reconstructed image in reference to the original image. The overall submission score is the mean SSIM and MSE scores across the whole data
The score of only 60% of the test data will be revealed during the competition.
- 💪 Challenge Page: https://www.aicrowd.com/challenges/jigsaw
- 🗣️ Discussion Forum: https://www.aicrowd.com/challenges/jigsaw/discussion
- 🏆 Leaderboard: https://www.aicrowd.com/challenges/jigsaw/leaderboards
[Getting Started Notebook] JIGSAW Challange
gauransh_kAbout 1 year ago