IBEIS 2D Orientation Plug-in

An wbia plug-in wrapper for https://github.com/hgrov52/2D-Orientation-v2#plugin

Requirements

• OpenCV (cv2)
• PyTorch and TorchVision
• Numpy
• Pandas
• Matlotlib
• IBEIS and related dependencies: wbia, utool, vtool, dtool, plottool
• TQDM
• ArgParse
• SciKit Learn and SciKit Image

Installation

Install this plug-in as a Python module using

cd ~/code/wbia-2d-orientation-module/
pip install -e .

With the plug-in installed, register the module name with the IBEISControl.py file in the wbia repository located at wbia/wbia/control/IBEISControl.py. Register the module by adding the string (for example, wbia_2d_orientation) to the list AUTOLOAD_PLUGIN_MODNAMES.

Alternatively, you can start an IBEIS

Detection COCO Datasets

Generated by the export file: _export/export.py

• Hammer Heads - https://cthulhu.dyn.wildme.io/public/datasets/orientation.hammerhead.coco.tar.gz
• Manta Ray - https://cthulhu.dyn.wildme.io/public/datasets/orientation.mantaray.coco.tar.gz
• Right Whale - https://cthulhu.dyn.wildme.io/public/datasets/orientation.rightwhale.coco.tar.gz
• Sea Dragons - https://cthulhu.dyn.wildme.io/public/datasets/orientation.seadragon.coco.tar.gz
• Sea Turtles - https://cthulhu.dyn.wildme.io/public/datasets/orientation.seaturtle.coco.tar.gz

Identification IBEIS Database

Generated by the export file: _export/export.id.py

Download: https://cthulhu.dyn.wildme.io/public/databases/testdb_orientation.zip

Render ID Examples

$ python -m wbia_2d_orientation._plugin --test-wbia_plugin_orientation_2d_render_examples

Render ID Performance

$ python -m wbia_2d_orientation._plugin --test-wbia_plugin_orientation_2d_render_feasability