dreamplayerzhang/object-detection

Implementation of Automated Defect Detection System with Deep Learning.

Small Object Detection

Implementation of Automated Small Object Detection System with Deep Learning. The objectives of this project are

1. to evaluate several deep learning architectures over small object-based datasets
2. to integrate the detection pipeline with Cytomine, an open-source web platform which fosters collaborative analysis of very large images and allows semi-automatic processing of large image collections via machine learning algorithms.

The works is currently heavily based on Detectron2, a deep learning-based detection framework developed by Facebook, and powered by Pytorch.

Licence

This project is released under the Apache 2.0 license.