Created using Colaboratory

KD-3 · Jun 3, 2020 · 7b8a3e9 · 7b8a3e9
1 parent ffc34e4
commit 7b8a3e9
Showing 1 changed file with 20 additions and 20 deletions.
diff --git a/btp_cnn_model1.ipynb b/btp_cnn_model1.ipynb
@@ -41,7 +41,7 @@
         "drive.mount('/gdrive')\n",
         "%cd /gdrive"
       ],
-      "execution_count": 1,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -93,7 +93,7 @@
         "    print(os.path.join(DATADIR_ANNOTATIONS, img))\n",
         "    break"
       ],
-      "execution_count": 10,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -125,7 +125,7 @@
         "    plt.show()\n",
         "    break"
       ],
-      "execution_count": 11,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -200,7 +200,7 @@
         "\n",
         "  training_data = []"
       ],
-      "execution_count": 13,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -217,19 +217,19 @@
       "metadata": {
         "id": "cTesscveu-57",
         "colab_type": "code",
+        "outputId": "e37b63fb-26d2-4fda-d92f-8bb68070180b",
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 419
-        },
-        "outputId": "e37b63fb-26d2-4fda-d92f-8bb68070180b"
+        }
       },
       "source": [
         "!pip install opencv-python==4.1.2.30\n",
         "!pip install keras==2.3.1\n",
         "%tensorflow_version 1.x\n",
-        "!pip install imageai --upgrade"
+        "!pip install imageai --upgrade #necessary"
       ],
-      "execution_count": 11,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -266,17 +266,17 @@
       "metadata": {
         "id": "H-RCBXsoxRUb",
         "colab_type": "code",
+        "outputId": "f0b831d3-165e-40c8-d30b-091647946f7d",
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 471
-        },
-        "outputId": "f0b831d3-165e-40c8-d30b-091647946f7d"
+        }
       },
       "source": [
         "import tensorflow\n",
         "print(tensorflow.__version__)"
       ],
-      "execution_count": 2,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -328,16 +328,16 @@
       "metadata": {
         "id": "CYl0HauDOWB7",
         "colab_type": "code",
+        "outputId": "16c247d8-7bc9-44ec-c4d0-4b9668fa1492",
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 35
-        },
-        "outputId": "16c247d8-7bc9-44ec-c4d0-4b9668fa1492"
+        }
       },
       "source": [
         "from imageai.Detection.Custom import DetectionModelTrainer"
       ],
-      "execution_count": 4,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -367,17 +367,17 @@
       "metadata": {
         "id": "IZQvsMx5wpc4",
         "colab_type": "code",
+        "outputId": "b153e340-5387-4311-808b-ab6884b093eb",
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 87
-        },
-        "outputId": "b153e340-5387-4311-808b-ab6884b093eb"
+        }
       },
       "source": [
         "trainer.setDataDirectory(data_directory=\"/gdrive/My Drive/NEU-DET/NEU-DET\")\n",
         "trainer.setTrainConfig(object_names_array=[\"crazing\", \"inclusion\", \"patches\", \"pitted_surface\", \"rolled-in_scale\", \"scratches\"], batch_size=4, num_experiments=100, train_from_pretrained_model=\"/gdrive/My Drive/NEU-DET/NEU-DET/models/pretrained-yolov3.h5\")"
       ],
-      "execution_count": 12,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",
@@ -396,16 +396,16 @@
       "metadata": {
         "id": "2sIIBLr8KU2-",
         "colab_type": "code",
+        "outputId": "6b77062d-56db-4f23-efe4-44c651ef63c8",
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 505
-        },
-        "outputId": "6b77062d-56db-4f23-efe4-44c651ef63c8"
+        }
       },
       "source": [
         "trainer.trainModel()"
       ],
-      "execution_count": 16,
+      "execution_count": 0,
       "outputs": [
         {
           "output_type": "stream",