This project has moved to ChainerCV.
This is Chainer implementation of Fully Convolutional Instance-aware Semantic Segmentation.
Original Mxnet repository is msracver/FCIS.
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For COCO Dataset class
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For COCO Training
- Only GPU implementation, No CPU implementation yet.
- VOC
- Reproduce original repo training accuracy
- COCO
- Reproduce original repo training accuracy
- Refine evaluation code
We recommend to use Anacoda.
# Requirement installation
conda create -n fcis python=2.7
conda install -c menpo opencv
source activate fcis
pip install cupy
# Installation
pip install fcis
cd examples/coco/
python demo.py
Above is our implementation output, and below is original.
cd examples/voc/
python train.py
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