Introduction

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

A tensorflow implement of refinenet discribed in arxiv:1611.06612.

prepare

• download the pretrain model of resnet_v1_101.ckpt, you can download it from here
• download the pascal voc 2012 dataset

training

• Run convert_pascal_voc_to_tfrecords.py to convert training data into .tfrecords file.
• Run python nets/multi_gpu_train.py.

eval

• Pretrained on pascal voc.model,Pass:772v.
• put images in demo/ and run python nets/demo.py