blette 1.0.0

Edge Detection Toolbox and Benchmark

blette

A toolbox for edge detection tasks (binary and multi-label edges).

Installation

# install pytorch
# e.g. for CUDA 11.7
pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu117

# openmm dependencies
pip install -U openmim
mim install -U mmengine
mim install -U 'mmcv==2.0.0rc4'  # until mmseg updates...
pip install mmsegmentation

# third-party dependencies
pip install -r requirements.txt

# global package
pip install -e .

Usage

• SBD
• Cityscapes
• BSDS500

Dev

TODO:

• Reproduce results
• Test codes for functions not present in other mm-libraries
• Improve docstrings
• Improve documentations