Skip to content
master
Switch branches/tags
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 

Planet: Understanding the Amazon from Space

Use satellite data to track the human footprint in the Amazon rainforest

Training on resnet50 with dataset(by https://www.planet.com/): https://www.kaggle.com/c/planet-understanding-the-amazon-from-space/data

Submission to Kaggle

Evaluated based on their mean (F_{2}) score. The F score, commonly used in information retrieval, measures accuracy using the precision p and recall r. Precision is the ratio of true positives (tp) to all predicted positives (tp + fp). Recall is the ratio of true positives to all actual positives (tp + fn). The (F_{2}) score is given by

  • First Try: Transforming image to size=128 was giving f_{2} score of 0.924815 Tranforming

  • Second Try: Transforming images to size=256 gave use f_{2} score of 0.928..

Top 6% out of 923 teams

About

No description, website, or topics provided.

Resources

Releases

No releases published

Packages

No packages published