fix 2 case below

.gitignore

@@ -15,6 +15,8 @@ __pycache__/
 # Distribution / packaging
 .Python
 build/
+modelBuild/
+
 develop-eggs/
 dist/
 downloads/

Dockerfile

@@ -23,10 +23,12 @@ WORKDIR $WORKPATH
 COPY . $WORKPATH/
 
 EXPOSE 8888 6006
+ENV DEBIAN_FRONTEND noninteractive 
+#term is not set so the dialog frontend is not usable
 
 RUN apt-get update
 RUN apt-get upgrade -y
-RUN apt-get install -y git 
+RUN apt-get install -y git curl unzip
 
 # Get the tensorflow models research directory, and move it into tensorflow
 # source folder to match recommendation of installation

README.md

@@ -86,3 +86,12 @@ You can find the custom images for this tutorial in the /tensorflow/input/images
             </bndbox>
         </object>
 ```        
+
+## get model
+
+1. mkdir modelBuild
+2. cd modelBuild
+3. curl -O "http://download.tensorflow.org/models/object_detection/faster_rcnn_resnet101_coco_11_06_2017.tar.gz"
+4. tar xzf faster_rcnn_resnet101_coco_11_06_2017.tar.gz
+5. python /notebooks/tensorflow/models/research/object_detection/legacy/train.py --logtostderr --train_dir=/notebooks/object-detection/modelBuild/build/ --pipeline_config_path=/notebooks/object-detection/faster_rcnn_resnet101.config
+6. python /notebooks/tensorflow/models/research/object_detection/export_inference_graph.py --input_type image_tensor --pipeline_config_path /notebooks/object-detection/faster_rcnn_resnet101.config --trained_checkpoint_prefix /notebooks/object-detection/modelBuild/build/model.ckpt-XXX --output_directory /notebooks/object-detection/modelBuild/build/0

faster_rcnn_resnet101.config

@@ -103,7 +103,7 @@ train_config: {
     use_moving_average: false
   }
   gradient_clipping_by_norm: 10.0
-  fine_tune_checkpoint: "/tensorflow/train/faster_rcnn_resnet101_coco_11_06_2017/model.ckpt"
+  fine_tune_checkpoint: "/notebooks/object-detection/modelBuild/faster_rcnn_resnet101_coco_11_06_2017/model.ckpt"
   from_detection_checkpoint: true
   data_augmentation_options {
     random_horizontal_flip {
@@ -113,9 +113,9 @@ train_config: {
 
 train_input_reader: {
   tf_record_input_reader {
-    input_path: "/tensorflow/input/train.record"
+    input_path: "/notebooks/object-detection/input/train.record"
   }
-  label_map_path: "/tensorflow/input/annotations/label_map.pbtxt"
+  label_map_path: "/notebooks/object-detection/input/annotations/label_map.pbtxt"
 }
 
 eval_config: {
@@ -127,9 +127,9 @@ eval_config: {
 
 eval_input_reader: {
   tf_record_input_reader {
-    input_path: "/tensorflow/input/val.record"
+    input_path: "/notebooks/object-detection/input/val.record"
   }
-  label_map_path: "/tensorflow/input/annotations/label_map.pbtxt"
+  label_map_path: "/notebooks/object-detection/input/annotations/label_map.pbtxt"
   shuffle: false
   num_readers: 1
 }