add folder data, models

Author: kevinlin311tw

.gitignore

@@ -50,11 +50,8 @@ Makefile.config
 # Data and models are either
 # 1. reference, and not casually committed
 # 2. custom, and live on their own unless they're deliberated contributed
-data/*
-models/*
 *.caffemodel
 *.solverstate
-*.binaryproto
 *leveldb
 *lmdb
 

data/cifar10/create_imagenet.sh

@@ -0,0 +1,59 @@
+#!/usr/bin/env sh
+# Create the imagenet lmdb inputs
+# N.B. set the path to the imagenet train + val data dirs
+
+EXAMPLE=data/cifar10
+DATA=data/cifar10
+TOOLS=build/tools
+
+TRAIN_DATA_ROOT=data/cifar10/
+VAL_DATA_ROOT=data/cifar10/
+
+# Set RESIZE=true to resize the images to 256x256. Leave as false if images have
+# already been resized using another tool.
+RESIZE=true
+if $RESIZE; then
+  RESIZE_HEIGHT=256
+  RESIZE_WIDTH=256
+else
+  RESIZE_HEIGHT=0
+  RESIZE_WIDTH=0
+fi
+
+if [ ! -d "$TRAIN_DATA_ROOT" ]; then
+  echo "Error: TRAIN_DATA_ROOT is not a path to a directory: $TRAIN_DATA_ROOT"
+  echo "Set the TRAIN_DATA_ROOT variable in create_imagenet.sh to the path" \
+       "where the ImageNet training data is stored."
+  exit 1
+fi
+
+if [ ! -d "$VAL_DATA_ROOT" ]; then
+  echo "Error: VAL_DATA_ROOT is not a path to a directory: $VAL_DATA_ROOT"
+  echo "Set the VAL_DATA_ROOT variable in create_imagenet.sh to the path" \
+       "where the ImageNet validation data is stored."
+  exit 1
+fi
+
+echo "Creating train leveldb..."
+
+GLOG_logtostderr=1 $TOOLS/convert_imageset \
+    --resize_height=$RESIZE_HEIGHT \
+    --resize_width=$RESIZE_WIDTH \
+    --shuffle \
+    --backend="leveldb" \
+    $TRAIN_DATA_ROOT \
+    $DATA/train.txt \
+    $EXAMPLE/cifar10_train_leveldb
+
+echo "Creating val leveldb..."
+
+GLOG_logtostderr=1 $TOOLS/convert_imageset \
+    --resize_height=$RESIZE_HEIGHT \
+    --resize_width=$RESIZE_WIDTH \
+    --shuffle \
+    --backend="leveldb" \
+    $VAL_DATA_ROOT \
+    $DATA/val.txt \
+    $EXAMPLE/cifar10_val_leveldb
+
+echo "Done."

data/cifar10/demo_imgs/air1.jpg

@@ -0,0 +1,12 @@
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/horse2.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/horse1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/car2.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/bird2.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/bus1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/car1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/air1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/bird1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/air2.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/bus2.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/deer1.jpg
+/home/titan/deep/caffe-cvprw15/examples/cvprw15-cifar10/imgs/deer2.jpg

data/cifar10/demo_imgs/air2.jpg

@@ -0,0 +1,19 @@
+#!/usr/bin/env sh
+# This scripts downloads the CIFAR10 (binary version) data and unzips it.
+
+DIR="$( cd "$(dirname "$0")" ; pwd -P )"
+cd $DIR
+
+echo "Downloading..."
+
+wget --no-check-certificate http://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz
+
+echo "Unzipping..."
+
+tar -xf cifar-10-binary.tar.gz && rm -f cifar-10-binary.tar.gz
+mv cifar-10-batches-bin/* . && rm -rf cifar-10-batches-bin
+
+# Creation is split out because leveldb sometimes causes segfault
+# and needs to be re-created.
+
+echo "Done."