The dataset contains pictures of various human poses taken from MADS dataset. The dataset can be downloaded from the below link.

Dataset Link: https://dphi-live.s3.eu-west-1.amazonaws.com/datathons/data_sprint_55/segmentation_full_body_mads_dataset.zip

From the above link, you will be able to download a zip file named ‘segmentation_full_body_mads_dataset.zip’. After you extract this zip file, you will get four files:

train - contains all the images that are to be used for training your model.
Training_set.csv - this csv file has contains the labels for the training images
test - contains 716 images. For these images you are required to make predictions
Testing_set.csv - this is the order of the predictions for each image that is to be submitted on the platform. Make sure the predictions you submit are with their image’s filename in the same order as given in this file.

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

prediction

collages

images

masks

masks

images

collages

.

.

.

Etc.

Note that the header name should be ‘label’ else it will throw an evaluation error.

Acknowledgment

visal.cs.cityu.edu.hk/research/mads

Data Sprint 55 - Picture Segmentation

Challenge Starts

Registration Ends

Challenge Ends