add readme

Author: msokoloff1

examples/integrations/tlt/README.md

@@ -0,0 +1,20 @@
+# NVIDIA + Labelbox
+
+##### Turn any Labelbox bounding box project into a deployed service by following these tutorials
+
+--------
+
+
+#### labelbox_upload.ipynb
+* Download images and prelabels
+* Setup a labelbox project
+* Upload prelabels to labelbox using MAL
+* Clean up the data in labelbox
+
+#### detectnet_v2_bounding_box.ipynb
+* Plug in training data from previous step (or bring your own labelbox project)
+* Train a model using TLT. Compare with a non-pretrained model
+* Prune the model for more efficient deployment
+* Convert the model to a TRT engine
+* Deploy the model using Triton Inference Server 
+

examples/integrations/tlt/labelbox_upload.ipynb

@@ -15,13 +15,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from labelbox import Client, Project, Dataset\n",
+    "from labelbox import Client, Project, Dataset, LabelingFrontend\n",
     "from labelbox.schema.ontology import OntologyBuilder, Tool, Classification, Option\n",
-    "from labelbox import LabelingFrontend\n",
     "import json\n",
     "from collections import defaultdict\n",
     "from PIL import Image\n",
-    "import cv2\n",
     "import datetime\n",
     "import os\n",
     "import uuid\n",