Small Object Detection

This is a project for industial purpose and is in use now.

In real-world construction site, a lot of small objects, like safety halmets, need to be detected for safety construction. While these objects are too small for general detection algorithms. We develop a method to handle these hard samples.

The baseline accuracy is about 60%, and I achieve an improvement of over 15%.