restructure repo (microsoft#335)

* restructure

* readme fixes

* streamline getting started guidelines

* formatting fix

* mv .ci to tests/

* update to tests readme

* update test paths

* ci test path fixes

Author: jiata

README.md

@@ -59,21 +59,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Fast.ai: 1.0.48\n",
-      "Fast.ai (Torch) is using GPU: Tesla V100-PCIE-16GB\n"
+      "Fast.ai: 1.0.57\n",
+      "Torch is using GPU: Tesla V100-PCIE-16GB\n"
      ]
     }
    ],
    "source": [
     "import sys\n",
-    "sys.path.append(\"../../\")\n",
+    "sys.path.append(\"../../../\")\n",
     "import io\n",
     "import os\n",
     "import time\n",

classification/notebooks/media/ACI_diagram_2.jpg

@@ -59,6 +59,7 @@
     "import sys\n",
     "import time\n",
     "import urllib.request\n",
+    "import matplotlib.pyplot as plt\n",
     "\n",
     "# IPython\n",
     "import scrapbook as sb\n",
@@ -569,7 +570,7 @@
    "source": [
     "Now, click the **capture button** in the widget to start object detection. Labels and bounding boxes are displayed to show the most probable objects predicted by the model for an image snapshot.\n",
     "\n",
-    "![Example Webcam Image](../media/00_webcam_snapshot.png)"
+    "![Example Webcam Image](media/00_webcam_snapshot.png)"
    ]
   },
   {
@@ -639,6 +640,7 @@
   }
  ],
  "metadata": {
+  "celltoolbar": "Tags",
   "kernelspec": {
    "display_name": "Python (cv)",
    "language": "python",

classification/notebooks/media/acr_activity_spike.jpg

@@ -4,7 +4,7 @@
 variables:
 - group: AzureMLConfig
 - name  : 'test'
-  value : '.ci/run_pytest.py'
+  value : 'tests/.ci/run_pytest.py'
 - name  : 'testfolder'
   value : 'tests/unit'
 - name  : 'testmarkers'
@@ -60,12 +60,12 @@ steps:
     pip install paramiko==2.4.2;
     pip install azureml-sdk;
     pip install azure-cli;
-    python .ci/submit_azureml_pytest.py --subid $(subscriptionid) --test $(test) --testfolder $(testfolder) --condafile $(condafile) --testmarkers $(testmarkers) --clustername $(clustername) --expname $(expname) --dockerproc $(dockerproc) --junitxml $(junitxml) --reponame $(Build.Repository.Name) --branch $(Build.SourceBranchName) --pr $(prtag) --rg $(rg) --wsname $(wsname)
+    python tests/.ci/submit_azureml_pytest.py --subid $(subscriptionid) --test $(test) --testfolder $(testfolder) --condafile $(condafile) --testmarkers $(testmarkers) --clustername $(clustername) --expname $(expname) --dockerproc $(dockerproc) --junitxml $(junitxml) --reponame $(Build.Repository.Name) --branch $(Build.SourceBranchName) --pr $(prtag) --rg $(rg) --wsname $(wsname)
   displayName: 'submit_azureml_pytest'
 
 - task: PublishTestResults@2
   displayName: 'Publish Test Results **/test-*.xml'
   inputs:
     testResultsFiles: '**/test-*.xml'
     failTaskOnFailedTests: true
-  condition: succeededOrFailed()
+  condition: succeededOrFailed()

classification/notebooks/media/acr_manifest.jpg

@@ -4,7 +4,7 @@
 variables:
 - group: AzureMLConfig
 - name  : 'test'
-  value : '.ci/run_pytest.py'
+  value : 'tests/.ci/run_pytest.py'
 - name  : 'testfolder'
   value : 'tests/unit'
 - name  : 'testmarkers'
@@ -54,7 +54,7 @@ steps:
     pip install paramiko==2.4.2;
     pip install --upgrade azureml-sdk;
     pip install azure-cli;
-    python .ci/submit_azureml_pytest.py --subid $(subscriptionid) --test $(test) --testfolder $(testfolder) --condafile $(condafile) --testmarkers $(testmarkers) --clustername $(clustername) --expname $(expname) --dockerproc $(dockerproc) --junitxml $(junitxml) --reponame $(Build.Repository.Name) --branch $(Build.SourceBranchName) --rg $(rg) --wsname $(wsname)
+    python tests/.ci/submit_azureml_pytest.py --subid $(subscriptionid) --test $(test) --testfolder $(testfolder) --condafile $(condafile) --testmarkers $(testmarkers) --clustername $(clustername) --expname $(expname) --dockerproc $(dockerproc) --junitxml $(junitxml) --reponame $(Build.Repository.Name) --branch $(Build.SourceBranchName) --rg $(rg) --wsname $(wsname)
   displayName: 'submit_azureml_pytest'
 
 - task: PublishTestResults@2
@@ -63,4 +63,4 @@ steps:
   inputs:
     testResultsFiles: '**/test-*.xml'
     failTaskOnFailedTests: true
-    testRunTitle: 'Test results for CV AzureML PyTest'
+    testRunTitle: 'Test results for CV AzureML PyTest'