Remove the folder /scenario/action_recognition/data/samples; update notebook to use web url for sample data.

scenarios/action_recognition/02_video_transformation.ipynb

@@ -37,6 +37,8 @@
     "import torch.cuda as cuda\n",
     "import torch.nn as nn\n",
     "import torchvision\n",
+    "import urllib.request\n",
+    "import shutil\n",
     "\n",
     "from utils_cv.action_recognition.data import show_batch, VideoDataset\n",
     "from utils_cv.action_recognition.model import DEFAULT_MEAN, DEFAULT_STD\n",
@@ -80,7 +82,7 @@
    "metadata": {},
    "source": [
     "## Prepare a Sample Video\n",
-    "A sample video and label paths:"
+    "A sample video path:"
    ]
   },
   {
@@ -89,8 +91,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "VIDEO_PATH = os.path.join(\"data\", \"samples\", \"drinking.mp4\")\n",
-    "LABEL_PATH = os.path.join(\"data\", \"samples\", \"label.txt\")"
+    "url = \"https://cvbp.blob.core.windows.net/public/datasets/action_recognition/drinking.mp4\"\n",
+    "VIDEO_PATH = os.path.join(\"../../data/drinking.mp4\")\n",
+    "# Download the file from `url` and save it locally under `file_name`:\n",
+    "with urllib.request.urlopen(url) as response, open(VIDEO_PATH, 'wb') as out_file:\n",
+    "    shutil.copyfileobj(response, out_file)"
    ]
   },
   {

scenarios/action_recognition/data/samples/label.txt

@@ -1 +0,0 @@
-drinking 100