diff --git a/notebooks/Block 1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb b/notebooks/Block 1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb
index 27925d015c600d6c0974a8fd78c7f9ca68d70159..18d3acb2b1bc429ea1bb32fb00e72c80a5ac4174 100644
--- a/notebooks/Block 1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb	
+++ b/notebooks/Block 1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb	
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 1,
    "metadata": {
     "nbpresent": {
      "id": "409a1ab7-fe1d-4430-b904-7694020a6223"
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 2,
    "metadata": {
     "nbpresent": {
      "id": "f77bd9ec-de3b-4c56-b08d-4a65f0780408"
@@ -63,7 +63,7 @@
        "dict"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -85,7 +85,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 3,
    "metadata": {
     "nbpresent": {
      "id": "c874a7c9-de0c-4ccd-a0f1-8f8a3265a0b6"
@@ -98,7 +98,7 @@
        "dict_keys([b'batch_label', b'labels', b'data', b'filenames'])"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -120,7 +120,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 4,
    "metadata": {
     "nbpresent": {
      "id": "fe299a35-c930-4078-97b7-c9b67f42ec42"
@@ -133,7 +133,7 @@
        "numpy.ndarray"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -155,7 +155,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 5,
    "metadata": {
     "nbpresent": {
      "id": "46a97575-36c0-4920-a8dc-762e94239b7e"
@@ -168,7 +168,7 @@
        "list"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -190,7 +190,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 6,
    "metadata": {
     "nbpresent": {
      "id": "b012720d-81f8-455d-8ce7-bfca64a842c8"
@@ -203,7 +203,7 @@
        "(10000, 3072)"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -225,7 +225,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 7,
    "metadata": {
     "nbpresent": {
      "id": "49c776cb-c8aa-461b-a0da-4f4d38342e2e"
@@ -238,7 +238,7 @@
        "10000"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -295,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 9,
    "metadata": {
     "nbpresent": {
      "id": "7617a699-c3d5-434f-97a5-3443489ac9db"
@@ -308,7 +308,7 @@
        "dtype('uint8')"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -330,7 +330,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 12,
    "metadata": {
     "nbpresent": {
      "id": "942f351b-b771-4375-8df2-eec28391a576"
@@ -359,7 +359,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 13,
    "metadata": {
     "nbpresent": {
      "id": "9b85b9a0-5f2b-4c68-a74f-82f1ec212215"
@@ -388,7 +388,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 14,
    "metadata": {
     "nbpresent": {
      "id": "5c85918c-f89e-4156-8cdd-ca38d14afbb9"
@@ -401,7 +401,7 @@
        "(10000, 3072)"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -424,7 +424,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 15,
    "metadata": {
     "nbpresent": {
      "id": "5f913d95-aa49-4727-8c6f-5630cbf59741"
@@ -437,7 +437,7 @@
        "(10000,)"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -460,7 +460,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 16,
    "metadata": {
     "nbpresent": {
      "id": "a0eb7a33-19c9-46e4-b471-6f7904389177"
@@ -473,7 +473,7 @@
        "(50000, 3072)"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -495,7 +495,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 17,
    "metadata": {
     "nbpresent": {
      "id": "d699e7a7-efc0-421f-bd8d-2d2b34a09516"
@@ -508,7 +508,7 @@
        "(50000,)"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -550,7 +550,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 19,
    "metadata": {
     "nbpresent": {
      "id": "d817d603-7d37-4ff2-b3d1-e95875b48f8f"
@@ -560,7 +560,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -575,7 +575,7 @@
     "%matplotlib inline\n",
     "import matplotlib.pyplot as plt\n",
     "\n",
-    "plt.imshow(X_train[36].reshape((3,32,32)).transpose((1,2,0)).astype('uint8'))\n",
+    "plt.imshow(X_train[20].reshape((3,32,32)).transpose((1,2,0)).astype('uint8'))\n",
     "plt.show()"
    ]
   },
@@ -593,7 +593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 20,
    "metadata": {
     "nbpresent": {
      "id": "ba3743b9-ea50-4201-ad99-5fa47e8b82fb"
@@ -602,7 +602,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 70 Axes>"
       ]
diff --git a/notebooks/Block 5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb b/notebooks/Block 5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb
index df912c9435a5f4500691c718717c9ddc2f0c8353..272b2b83ab94a95960284b640f7f445a3fb6d37b 100644
--- a/notebooks/Block 5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb	
+++ b/notebooks/Block 5/Jupyter Notebook Block 5 - Object Detection and Segmentation.ipynb	
@@ -192,7 +192,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 3,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -228,7 +228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 4,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -240,20 +240,30 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Found 0 images belonging to 8 classes.\n"
+      "Found 11 images belonging to 8 classes.\n"
      ]
     },
     {
-     "ename": "ValueError",
-     "evalue": "Asked to retrieve element 0, but the Sequence has length 0",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-2-21352cf0febe>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     24\u001b[0m                                          batch_size=25, class_mode='sparse', shuffle=False)\n\u001b[1;32m     25\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 26\u001b[0;31m \u001b[0mplot_img\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdir_iter\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m...\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     27\u001b[0m \u001b[0mdir_iter\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/keras_preprocessing/image/iterator.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, idx)\u001b[0m\n\u001b[1;32m     55\u001b[0m                              \u001b[0;34m'but the Sequence '\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     56\u001b[0m                              'has length {length}'.format(idx=idx,\n\u001b[0;32m---> 57\u001b[0;31m                                                           length=len(self)))\n\u001b[0m\u001b[1;32m     58\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     59\u001b[0m             \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrandom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtotal_batches_seen\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mValueError\u001b[0m: Asked to retrieve element 0, but the Sequence has length 0"
-     ]
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "array([0., 1., 2., 3., 4., 5., 5., 6., 6., 7., 7.], dtype=float32)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -366,7 +376,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -408,7 +418,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -456,7 +466,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 8,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -474,7 +484,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {
     "colab": {},
     "colab_type": "code",
@@ -483,22 +493,67 @@
    },
    "outputs": [
     {
-     "ename": "ValueError",
-     "evalue": "Asked to retrieve element 0, but the Sequence has length 0",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-6-93f270a42821>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      5\u001b[0m           \u001b[0mvalidation_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalidation_generator\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m           \u001b[0mvalidation_steps\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnum_valid_images\u001b[0m \u001b[0;34m//\u001b[0m \u001b[0mbatch_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m           callbacks = [tensorboard])\n\u001b[0m",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/training.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[1;32m    817\u001b[0m         \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    818\u001b[0m         \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 819\u001b[0;31m         use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m    820\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    821\u001b[0m   def evaluate(self,\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/training_v2.py\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[1;32m    233\u001b[0m           \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    234\u001b[0m           \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 235\u001b[0;31m           use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m    236\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    237\u001b[0m       \u001b[0mtotal_samples\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_total_number_of_samples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtraining_data_adapter\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/training_v2.py\u001b[0m in \u001b[0;36m_process_training_inputs\u001b[0;34m(model, x, y, batch_size, epochs, sample_weights, class_weights, steps_per_epoch, validation_split, validation_data, validation_steps, shuffle, distribution_strategy, max_queue_size, workers, use_multiprocessing)\u001b[0m\n\u001b[1;32m    591\u001b[0m         \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    592\u001b[0m         \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 593\u001b[0;31m         use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m    594\u001b[0m     \u001b[0mval_adapter\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    595\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mvalidation_data\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/training_v2.py\u001b[0m in \u001b[0;36m_process_inputs\u001b[0;34m(model, mode, x, y, batch_size, epochs, sample_weights, class_weights, shuffle, steps, distribution_strategy, max_queue_size, workers, use_multiprocessing)\u001b[0m\n\u001b[1;32m    704\u001b[0m       \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    705\u001b[0m       \u001b[0mworkers\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 706\u001b[0;31m       use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[1;32m    707\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    708\u001b[0m   \u001b[0;32mreturn\u001b[0m \u001b[0madapter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/data_adapter.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, x, y, sample_weights, standardize_function, shuffle, workers, use_multiprocessing, max_queue_size, **kwargs)\u001b[0m\n\u001b[1;32m    950\u001b[0m         \u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    951\u001b[0m         \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 952\u001b[0;31m         **kwargs)\n\u001b[0m\u001b[1;32m    953\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    954\u001b[0m   \u001b[0;34m@\u001b[0m\u001b[0mstaticmethod\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/data_adapter.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, x, y, sample_weights, standardize_function, workers, use_multiprocessing, max_queue_size, **kwargs)\u001b[0m\n\u001b[1;32m    745\u001b[0m     \u001b[0;31m# Since we have to know the dtype of the python generator when we build the\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    746\u001b[0m     \u001b[0;31m# dataset, we have to look at a batch to infer the structure.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 747\u001b[0;31m     \u001b[0mpeek\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_peek_and_restore\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    748\u001b[0m     \u001b[0massert_not_namedtuple\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpeek\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    749\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/tensorflow_core/python/keras/engine/data_adapter.py\u001b[0m in \u001b[0;36m_peek_and_restore\u001b[0;34m(x)\u001b[0m\n\u001b[1;32m    954\u001b[0m   \u001b[0;34m@\u001b[0m\u001b[0mstaticmethod\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    955\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_peek_and_restore\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 956\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    957\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    958\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_make_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mworkers\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0muse_multiprocessing\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_queue_size\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/keras_preprocessing/image/iterator.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, idx)\u001b[0m\n\u001b[1;32m     55\u001b[0m                              \u001b[0;34m'but the Sequence '\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     56\u001b[0m                              'has length {length}'.format(idx=idx,\n\u001b[0;32m---> 57\u001b[0;31m                                                           length=len(self)))\n\u001b[0m\u001b[1;32m     58\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     59\u001b[0m             \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrandom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseed\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtotal_batches_seen\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mValueError\u001b[0m: Asked to retrieve element 0, but the Sequence has length 0"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch 1/20\n",
+      " 1/24 [>.............................] - ETA: 0s - loss: 2.0994 - accuracy: 0.0500WARNING:tensorflow:From /Users/mirkobirbaumer/.pyenv/versions/3.6.8/lib/python3.6/site-packages/tensorflow/python/ops/summary_ops_v2.py:1277: stop (from tensorflow.python.eager.profiler) is deprecated and will be removed after 2020-07-01.\n",
+      "Instructions for updating:\n",
+      "use `tf.profiler.experimental.stop` instead.\n",
+      " 9/24 [==========>...................] - ETA: 5s - loss: 2.2143 - accuracy: 0.1056"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/mirkobirbaumer/.pyenv/versions/3.6.8/lib/python3.6/site-packages/PIL/Image.py:961: UserWarning: Palette images with Transparency expressed in bytes should be converted to RGBA images\n",
+      "  \"Palette images with Transparency expressed in bytes should be \"\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "24/24 [==============================] - 9s 385ms/step - loss: 2.1319 - accuracy: 0.1167 - val_loss: 2.0843 - val_accuracy: 0.2125\n",
+      "Epoch 2/20\n",
+      "24/24 [==============================] - 9s 370ms/step - loss: 2.0783 - accuracy: 0.1771 - val_loss: 2.0755 - val_accuracy: 0.1375\n",
+      "Epoch 3/20\n",
+      "24/24 [==============================] - 9s 375ms/step - loss: 2.0634 - accuracy: 0.1750 - val_loss: 2.0554 - val_accuracy: 0.2250\n",
+      "Epoch 4/20\n",
+      "24/24 [==============================] - 9s 364ms/step - loss: 2.0375 - accuracy: 0.1979 - val_loss: 2.0051 - val_accuracy: 0.1875\n",
+      "Epoch 5/20\n",
+      "24/24 [==============================] - 9s 375ms/step - loss: 1.9816 - accuracy: 0.2021 - val_loss: 1.9332 - val_accuracy: 0.2250\n",
+      "Epoch 6/20\n",
+      "24/24 [==============================] - 9s 371ms/step - loss: 1.9020 - accuracy: 0.2521 - val_loss: 1.8476 - val_accuracy: 0.2375\n",
+      "Epoch 7/20\n",
+      "24/24 [==============================] - 9s 370ms/step - loss: 1.8338 - accuracy: 0.2625 - val_loss: 1.8151 - val_accuracy: 0.2750\n",
+      "Epoch 8/20\n",
+      "24/24 [==============================] - 9s 382ms/step - loss: 1.7885 - accuracy: 0.2833 - val_loss: 1.7453 - val_accuracy: 0.3750\n",
+      "Epoch 9/20\n",
+      "24/24 [==============================] - 9s 357ms/step - loss: 1.6681 - accuracy: 0.3667 - val_loss: 1.7424 - val_accuracy: 0.3625\n",
+      "Epoch 10/20\n",
+      "24/24 [==============================] - 9s 354ms/step - loss: 1.6367 - accuracy: 0.3792 - val_loss: 1.6754 - val_accuracy: 0.4000\n",
+      "Epoch 11/20\n",
+      "24/24 [==============================] - 9s 357ms/step - loss: 1.5509 - accuracy: 0.3979 - val_loss: 1.6502 - val_accuracy: 0.3750\n",
+      "Epoch 12/20\n",
+      "24/24 [==============================] - 8s 353ms/step - loss: 1.4806 - accuracy: 0.4604 - val_loss: 1.6305 - val_accuracy: 0.4000\n",
+      "Epoch 13/20\n",
+      "24/24 [==============================] - 8s 352ms/step - loss: 1.4683 - accuracy: 0.4354 - val_loss: 1.6400 - val_accuracy: 0.3875\n",
+      "Epoch 14/20\n",
+      "24/24 [==============================] - 9s 367ms/step - loss: 1.4524 - accuracy: 0.4187 - val_loss: 1.7125 - val_accuracy: 0.3250\n",
+      "Epoch 15/20\n",
+      "24/24 [==============================] - 9s 383ms/step - loss: 1.4358 - accuracy: 0.4521 - val_loss: 1.7748 - val_accuracy: 0.3875\n",
+      "Epoch 16/20\n",
+      "24/24 [==============================] - 9s 357ms/step - loss: 1.3321 - accuracy: 0.4708 - val_loss: 1.8418 - val_accuracy: 0.3250\n",
+      "Epoch 17/20\n",
+      "24/24 [==============================] - 9s 355ms/step - loss: 1.3460 - accuracy: 0.4896 - val_loss: 1.6966 - val_accuracy: 0.3250\n",
+      "Epoch 18/20\n",
+      "24/24 [==============================] - 8s 351ms/step - loss: 1.3164 - accuracy: 0.4812 - val_loss: 1.6043 - val_accuracy: 0.3750\n",
+      "Epoch 19/20\n",
+      "24/24 [==============================] - 9s 356ms/step - loss: 1.2315 - accuracy: 0.5312 - val_loss: 1.6626 - val_accuracy: 0.3500\n",
+      "Epoch 20/20\n",
+      "24/24 [==============================] - 8s 353ms/step - loss: 1.1592 - accuracy: 0.5417 - val_loss: 1.6480 - val_accuracy: 0.4000\n"
      ]
     }
    ],
@@ -580,6 +635,13 @@
     "!tensorboard --port=8061 --logdir=tensorboard/"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "markdown",
    "metadata": {