Road Segment Identification Hackathon by #ZindiWeekendz
Can you identify which images have a segment of a road in them or not?
Prize
$300 USD
Time
Ended 10 months ago
Participants
70 active ยท 138 enrolled
Helping
Good for beginners
Classification
Computer Vision
Transportation
About

The data was collected from 25cm resolution imagery across urban, rural and agricultural landscapes. There are a total of 1200 images split into train and test.

The objective of this competition is to identify whether an image contains a road segment or not. Dry river beds, railway tracks and power lines could look like roads. It is important to classify these as “not roads”.

Files available for download:

  • Images.zip - contain the images.
  • Train.csv - contains the image IDs that are in the train set and the labels. You will use this dataset to select the images from Train_Images.zip to train your model on.
  • Test.csv- contains image IDs for the test set. You will use this dataset to select the images from Images.zip to apply your model to.
  • SampleSubmission.csv - shows the submission format for this competition, with the ‘Image_ID’ column mirroring that of Test.csv. The order of the rows does not matter, but the names of the ‘Image_ID’must be correct.
Files
Description
Files