intel-iot-devkit · Alaa-Eltablawy · Jun 10, 2019
diff --git a/HW-Acceleration-with-Movidious-NCS/description.md b/HW-Acceleration-with-Movidious-NCS/description.md
@@ -0,0 +1,3 @@
+### HW Acceleration with Movidious NCS 
+
+description
diff --git a/OpenVINO_IoT_Examples_Python.ipynb b/OpenVINO_IoT_Examples_Python.ipynb
diff --git a/advanced-video-analytics/description.md b/advanced-video-analytics/description.md
@@ -0,0 +1,3 @@
+### Advanced Video Analytics
+
+description
diff --git a/custom-layer/description.md b/custom-layer/description.md
@@ -0,0 +1 @@
+### Custom Layers
diff --git a/demoTools/OpenVINO_IoT_Smart_Video_Workshop.json b/demoTools/OpenVINO_IoT_Smart_Video_Workshop.json
@@ -0,0 +1,52 @@
+{
+    "css": "demoTools/catalog.css",
+    "status":
+    {
+	"serverSideStatusScript": "demoTools/checkStatus.sh",
+	"serverSideRefreshScript": "demoTools/refreshRepository.sh",
+	"messages":
+	{
+	    "placeholder": "(waiting to check the status; click the Check Status button to check immediately)",
+	    "uptodate": "As of {time}, the catalog is up to date.",
+	    "behind": "As of {time}, the catalog requires an update.",
+	    "ahead": "As of {time}, it seems that you are doing your own version control.",
+	    "unable": "As of {time}, we are unable to determine the catalog status due to a server-side error.",
+	    "foreword": "Upon refresh, we will pull the latest examples from GitHub.<br /><b>After the refresh, you will lose any changes you have made to the demos and any data that your demo runs may have generated.</b><br/>",
+	    "remote": "Remote URL",
+	    "lastCheck": "Server-side time of last status check",
+	    "gitsaid": "Output of 'git status'"
+	},
+	"button": "Refresh Catalog",
+	"reloadCode": "<script>window.location.reload()</script>",
+	"autorunFirstDelay": "1500",
+	"autorunInterval": "-1"
+    },
+    "intro": false,
+    "list":
+    {
+	"header": "Smart Video Workshop",
+	"repo_root" : "https://github.com/intel-iot-devkit/smart-video-workshop/blob/master/",
+	"labs":
+	[
+	    "advanced-video-analytics/multiple_models.md",
+	    "dl-model-training/README.md",
+	    "object-detection/README.md",
+	    "up2-vision-kit/openvino-projects-using-iss2019.md",
+	    "optimization-tools-and-techniques/README.md",
+	    "custom-layer/README.md",
+	    "safety-gear-example/README.md",
+	    "presentations/README.md",
+	    "hardware-heterogeneity/README.md",
+	    "HW-Acceleration-with-Movidious-NCS/README.md" 
+	],
+	"messages":
+	{
+	    "goto": "Go to Lab"
+	}
+    },
+
+    "messages":
+    {
+	"toggle": "Show/Hide Code Cells"
+    }
+}
diff --git a/demoTools/__pycache__/catalog.cpython-35.pyc b/demoTools/__pycache__/catalog.cpython-35.pyc
diff --git a/demoTools/catalog.css b/demoTools/catalog.css
@@ -0,0 +1,50 @@
+<style>
+a.big-jupyter-button, button.jupyter-button
+{
+    line-height:40px;
+    height:40px;
+    display:inline-block;
+    background-color:#0071c5;
+    color:white;
+    border:none;
+    font-size:100%;
+    font-weight:bold;
+    cursor:pointer;
+    padding-left:1em;
+    padding-right:1em;
+    margin-top:10px;
+    text-decoration:none !important;
+}
+a.big-jupyter-button:hover
+{
+    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14), 0 3px 1px -2px rgba(0, 0, 0, .2), 0 1px 5px 0 rgba(0, 0, 0, .12);
+
+    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14), 0 3px 1px -2px rgba(0, 0, 0, .2), 0 1px 5px 0 rgba(0, 0, 0, .12);
+}
+div.ahead > div.p-Collapse > div.p-Collapse-header
+{
+    background-color:#8800aa;
+    color:white;
+}
+div.behind > div.p-Collapse > div.p-Collapse-header
+{
+    background-color:#ffaa00;
+    color:white;
+}
+div.unable > div.p-Collapse > div.p-Collapse-header
+{
+    background-color:#cc0000;
+    color:white;
+}
+div.uptodate > div.p-Collapse > div.p-Collapse-header
+{
+    background-color:#008800;
+    color:white;
+}
+.rendered_html h2, .rendered_html h2:first-child, .rendered_html h3
+{
+    margin-top:3em;
+}
+
+
+</style>
diff --git a/demoTools/catalog.py b/demoTools/catalog.py
@@ -0,0 +1,126 @@
+from IPython.core.display import HTML, Markdown
+import ipywidgets as widgets
+import subprocess
+import json
+import os.path
+
+class DemoCatalog:
+
+    def __init__(self, config_file):
+        self.config_file = config_file
+        with open(config_file, "r") as config:
+            self.conf = json.load(config)
+            config.close()
+        with open(self.conf['css']) as css:
+            self.css = css.read()
+            css.close()
+
+    def ShowRepositoryControls(self):
+        url, status, lastCheck, fullstatus = self.GetStatus()
+        msgs = self.conf['status']['messages']
+        if int(status) == 0:
+            c = 'uptodate'
+        elif int(status) == 1:
+            c = 'behind'
+        elif int(status) == 2:
+            c = 'ahead'
+        else:
+            c = 'unable'
+        v = msgs[c].format(time=lastCheck)
+
+        display(HTML(self.css))
+
+        w_url = widgets.HTML(value=("{remote}: {remote_url}").format(remote=msgs['remote'], remote_url=url))
+        w_time = widgets.HTML(value=("{time}: {lastCheck}").format(time=msgs['lastCheck'], lastCheck=lastCheck))
+        w_git = widgets.HTML(value=("{gitsaid}: {gitline}").format(gitsaid=msgs['gitsaid'], gitline=fullstatus))
+        w_hint = widgets.HTML(value=msgs['foreword'])
+        w_refresh=widgets.Button(description=self.conf['status']['button'])
+        w_info=widgets.VBox([w_refresh, w_hint, w_url, w_time, w_git])
+        w_acc=widgets.Accordion(children=[w_info], selected_index=None)
+        w_acc.set_title(0, v)
+        w_acc.add_class(c)
+        display(w_acc)
+
+        self.refreshButton = w_refresh
+        self.refreshButton.on_click(self.RefreshRepository)
+
+    def ShowCatalog(self):
+        self.ShowIntro()
+        self.ShowListOfDemos()
+
+    def ShowIntro(self):
+        if (self.conf['intro']):
+            with open("description.md", "r") as readme:
+                cont=readme.read()
+                readme.close()
+            display(Markdown(cont))
+
+    def ShowListOfDemos(self):
+        data = "## "+self.conf['list']['header']+"\n"
+        for lab in self.conf['list']['labs']:
+            lab_dir=os.path.dirname(lab)
+            with open(lab_dir+"/description.md", "r") as readme:
+                cont=readme.read()
+                readme.close()
+                data += cont
+            title = cont[0]
+            data += "\n<a href='"+self.conf["list"]["repo_root"]+lab+"' target='_blank' class='big-jupyter-button'>"+self.conf['list']['messages']['goto']+": "+lab+"</a>\n"
+        display(Markdown(data))
+
+    def GetStatus(self):
+        cmd = self.conf['status']['serverSideStatusScript']
+        p = subprocess.Popen(cmd, stdout=subprocess.PIPE)
+        output,_ = p.communicate()
+        data = output.decode().split("\n")
+        return data[0], data[1], data[2], data[3]
+
+    def RefreshRepository(self, evt):
+        self.refreshButton.disabled = True
+        cmd = self.conf['status']['serverSideRefreshScript']
+        p = subprocess.Popen(cmd, stdout=subprocess.PIPE)
+        output,_ = p.communicate()
+        display(HTML(self.conf['status']['reloadCode']))
+
+    def Anchor(self, name):
+        display(HTML("<a class='"+name+"'></a>"))
+
+    def Autorun(self, name):
+        display(HTML("<script>"+
+                     "function ClickRunGenerate() {"+
+                     "  var code_cells = document.getElementsByClassName('code_cell');"+
+                     "  if (code_cells.length > 0) {"+
+                     "    var i;"+
+                     "    for (i = 0; i < code_cells.length; i++) {"+
+                     "      var anch = code_cells[i].getElementsByClassName('"+name+"');"+
+                     "      if (anch.length > 0) {"+
+                     "        var rtc = code_cells[i].getElementsByClassName('run_this_cell');"+
+                     "        if (rtc.length > 0) {"+
+                     "          var j;"+
+                     "          for (j = 0; j < rtc.length; j++) {"+
+                     "            rtc[j].click();"+
+                     "          }"+
+                     "        }"+
+                     "      }"+
+                     "    }"+
+                     "  }"+
+                     "  if ("+self.conf['status']['autorunInterval']+" > 0) {"+
+                     "    setTimeout(ClickRunGenerate, "+self.conf['status']['autorunInterval']+");"+
+                     "  }"+
+                     "}"+
+                     "setTimeout(ClickRunGenerate, "+self.conf['status']['autorunFirstDelay']+");"+
+                     "</script>"))
+
+    def ToggleCode(self):
+        display(HTML("<script>"+
+                     "codeShow=true;"+
+                     "function CodeToggle() {"+
+                     "  if (codeShow) {"+
+                     "    $('div.input').hide();"+
+                     "  } else {"+
+                     "    $('div.input').show();"+
+                     "  }"+
+                     "  codeShow = !codeShow;"+
+                     "}"+
+                     "$( document ).ready(CodeToggle);"+
+                     "</script>"+
+                     "<form action='javascript:CodeToggle()'><input type='submit' value='"+self.conf['messages']['toggle']+"'></form>"))
diff --git a/demoTools/checkStatus.sh b/demoTools/checkStatus.sh
@@ -0,0 +1,16 @@
+#!/bin/bash
+rem=`git config --get remote.origin.url`
+echo $rem
+git remote update &>/dev/null
+st=`git status | awk 'NR==2'`
+if [ `echo $st | grep -c 'branch is up-to-date'` -eq 1 ]; then
+   echo 0
+elif [ `echo $st | grep -c 'branch is behind'` -eq 1 ]; then
+   echo 1
+elif [ `echo $st | grep -c 'branch is ahead'` -eq 1 ]; then
+   echo 2
+else
+   echo 3
+fi
+date
+echo $st
diff --git a/demoTools/refreshRepository.sh b/demoTools/refreshRepository.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+git clean -f -d
+git checkout -- ./
+git pull
diff --git a/dl-model-training/description.md b/dl-model-training/description.md
@@ -0,0 +1,3 @@
+### Deep Learning Model Training
+
+description
diff --git a/hardware-heterogeneity/description.md b/hardware-heterogeneity/description.md
@@ -0,0 +1,3 @@
+### Hardware Heterogeneity
+
+description
diff --git a/object-detection/description.md b/object-detection/description.md
@@ -0,0 +1,3 @@
+### Object detection
+
+description
diff --git a/optimization-tools-and-techniques/description.md b/optimization-tools-and-techniques/description.md
@@ -0,0 +1,3 @@
+### Optimization Tools And Techniques
+
+description
diff --git a/presentations/description.md b/presentations/description.md
@@ -0,0 +1,3 @@
+### Presentations
+
+
diff --git a/safety-gear-example/description.md b/safety-gear-example/description.md
@@ -0,0 +1,3 @@
+### Safety Gear Example
+
+description
diff --git a/up2-vision-kit/HW-Acceleration-with-Movidious-NCS/README.md b/up2-vision-kit/HW-Acceleration-with-Movidious-NCS/README.md
@@ -0,0 +1,85 @@
+
+# Intel® Movidius™ Neural Compute Stick (NCS)
+
+This lab shows how the Intel® Distribution of OpenVINO™ toolkit provides hardware abstraction to run the sample object detection application which was built in previous modules on Intel® Movidius™ Neural Compute Stick. 
+
+#### Connect Intel® Movidius™ Neural Compute Stick to your development laptop
+<br>
+
+![image of Movidius NCS to computer](https://github.com/intel-iot-devkit/smart-video-workshop/blob/master/images/Movidius.png "connected NCS")
+
+<br>
+
+#### System check
+First make sure the USB rules are set up.
+
+	cat <<EOF > 97-myriad-usbboot.rules
+	SUBSYSTEM=="usb", ATTRS{idProduct}=="2150", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
+	SUBSYSTEM=="usb", ATTRS{idProduct}=="2485", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
+	SUBSYSTEM=="usb", ATTRS{idProduct}=="f63b", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
+	EOF
+
+
+	sudo cp 97-myriad-usbboot.rules /etc/udev/rules.d/
+
+	sudo udevadm control --reload-rules
+
+	sudo udevadm trigger
+
+Then check if the device is visible with lsusb.
+
+	lsusb
+
+The output will be
+If using NCS1,
+
+	Bus 002 Device 001: ID 1d6b:0003 Linux Foundation 3.0 root hub
+	Bus 001 Device 015: ID 03e7:2150  
+
+If useing NCS2,
+
+	Bus 002 Device 001: ID 1d6b:0003 Linux Foundation 3.0 root hub
+	Bus 001 Device 015: ID 03e7:2485 
+
+Here ID 03e7:2150 without a description string is the Movidius device.
+
+#### Setup a short path for the workshop directory
+
+	export SV=/opt/intel/workshop/smart-video-workshop/
+	source /opt/intel/openvino/bin/setupvars.sh
+
+#### Run the sample application on Intel® Movidius™ Neural Compute Stick (NCS)
+Set target hardware as Intel® Movidius™ NCS with **-d MYRIAD**
+
+	cd $SV/object-detection/
+
+```
+ ./tutorial1 -i $SV/object-detection/Cars\ -\ 1900.mp4 -m $SV/object-detection/mobilenet-ssd/FP32/mobilenet-ssd.xml -d MYRIAD
+```
+You will get following error as Intel® Movidius™ NCS supports only FP16 format. 
+<br>
+
+![image of Movidius NCS error for FP32 model](https://github.com/intel-iot-devkit/smart-video-workshop/blob/master/images/NCSerror.png)
+
+<br>
+
+The Model Optimizer by default generate FP32 IR files if the data type is not particularly specified.
+
+Let's run the Model Optimizer to get IR files in FP16 format suitable for the Intel® Movidius™ NCS by setting the data_type flag to FP16.
+
+    cd $SV/object-detection/mobilenet-ssd
+    mkdir -p FP16
+
+    cd /opt/intel/openvino/deployment_tools/model_optimizer
+
+	python3 mo_caffe.py --input_model /opt/intel/openvino/deployment_tools/tools/model_downloader/object_detection/common/mobilenet-ssd/caffe/mobilenet-ssd.caffemodel -o $SV/object-detection/mobilenet-ssd/FP16 --scale 256 --mean_values [127,127,127] --data_type FP16
+
+Check if the .xml and .bin files are created in folder $SV/object-detection/mobilenet-ssd/FP16. 
+
+	 cd $SV/object-detection/mobilenet-ssd/FP16
+	 ls
+
+Now run the example application with these new IR files.
+
+     cd $SV/object-detection/
+    ./tutorial1 -i $SV/object-detection/Cars\ -\ 1900.mp4 -m $SV/object-detection/mobilenet-ssd/FP16/mobilenet-ssd.xml -d MYRIAD
diff --git a/up2-vision-kit/HW-Acceleration-with-Movidious-NCS/description.md b/up2-vision-kit/HW-Acceleration-with-Movidious-NCS/description.md
@@ -0,0 +1,3 @@
+### HW Acceleration with Movidious NCS 
+
+description
diff --git a/up2-vision-kit/ISS_Delete_Build.png b/up2-vision-kit/ISS_Delete_Build.png