wkentaro / chainer-modelzoo

Model-Zoo for Chainer.

chainer-modelzoo

This repository is to list reusable models for Chainer as Model-Zoo does for Caffe.

There is already list of external chainer projects, but it has only links to external GitHub projects and reusing pretrained model is a bit difficult.

This repository contains:

• Pretrained model (downloaded by download.py to data): can be loaded by serializer.
• Model definition (model.py): with Python class which defines the model for loading pretrained model.
• Inference example (infer.py): using the pretrained model.

Usage

You need to install requirements with following commands.

pip install -r requirements.txt
cd <model>  # ex) cd alexnet
./download.py
./infer.py

Models

name	paper
alexnet	https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf
fcn	https://people.eecs.berkeley.edu/~jonlong/long_shelhamer_fcn.pdf
vgg	https://arxiv.org/pdf/1409.1556.pdf

chainer-modelzoo's Issues

Alexnet only get 48.5% Top 1 accuracy

Hi,
After download the chainer alexnet pre-trained model, we only get 48.5% Top 1 accuracy, is it expected?