caffeは自分のデータを訓練する

画像をimdb形式に変換するにはcaffe/build/tools/奥のconvert_imageset、パラメータは以下の通りです:

convert_imageset [FLAGS] ROOTFOLDER/LISTFILE DB_NAME
FLAG: -backend :lmdb/leveldb for storing the result, default: “lmdb” -gray (When this option is on, treat images as grayscale ones) type: bool default: false -resize_height (Height images are resized to) type: int32 default: 0 -resize_width (Width images are resized to) type: int32 default: 0 -shuffle (Randomly shuffle the order of images and their labels) type: bool default: false
例を参照してshellファイルcreateを書きました.sh

#!/usr/bin/env sh
# This script converts the image data into leveldb/lmdb format.

TOOLS=/home/chuny/Downloads/caffe/build/tools
RESIZE_HEIGHT=256
RESIZE_WIDTH=256
DATADIR=/home/chuny/temp/datadir
DATA=/home/chuny/temp/data

echo "Creating train leveldb..."
GLOG_logtostderr=1 
$TOOLS/convert_imageset \
    --resize_height=$RESIZE_HEIGHT \
    --resize_width=$RESIZE_WIDTH \
    --shuffle \
    $DATADIR/ \
    $DATA/train.txt \
    $DATA/train_imdb 

echo "Creating val leveldb..."
GLOG_logtostderr=1 
$TOOLS/convert_imageset \
    --resize_height=$RESIZE_HEIGHT \
    --resize_width=$RESIZE_WIDTH \
    --shuffle \
    $DATADIR/ \
    $DATA/val.txt \
    $DATA/val_imdb