ChainerCV.
This project has moved tochainer-fcis - FCIS
This is Chainer implementation of Fully Convolutional Instance-aware Semantic Segmentation.
Original Mxnet repository is msracver/FCIS.
Requirement
Additional Requirement
-
For COCO Dataset class
-
For COCO Training
Notification
- Only GPU implementation, No CPU implementation yet.
TODO
- VOC
- Reproduce original repo training accuracy
- COCO
- Reproduce original repo training accuracy
- Refine evaluation code
Installation
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
Inference
cd examples/coco/
python demo.py
Above is our implementation output, and below is original.
Training
cd examples/voc/
python train.py
LICENSE
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