Mackerel Classification using RCNN and Global and Local Features

This is reimplementation of glcc-frcn.pytorch.

Quick Start

1. Install the detectron2
2. Clone this repository.
3. Put data/, output/, zoo/ (3.4GB) to path/to/the/repo/.
4. Run the codes. $ python demo.py / train.py / test.py

Results on Dataset 2022

Average Precision @ IoU=0.5: 0.76
Accuracy: 0.976

Notes

• Parameters are written in conf/*.yaml
• GLCC source code is rcnn_glcc.py