flickr30k.ipynb

{
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   "source": [
    "import os\n",
    "import pickle\n",
    "import numpy as np\n",
    "from tqdm.notebook import tqdm\n",
    "\n",
    "from tensorflow.keras.applications.vgg16 import VGG16, preprocess_input #feature extraction\n",
    "from tensorflow.keras.preprocessing.image import load_img, img_to_array\n",
    "from tensorflow.keras.preprocessing.text import Tokenizer\n",
    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
    "from tensorflow.keras.models import Model\n",
    "from tensorflow.keras.utils import to_categorical, plot_model\n",
    "from tensorflow.keras.layers import Input, Dense, LSTM, Embedding, Dropout, add\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3e0efe29",
   "metadata": {
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "BASE_DIR = \"/kaggle/input/flickr30k\"\n",
    "WORKING_DIR = \"/kaggle/working\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48faf2c4",
   "metadata": {
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     "start_time": "2022-06-30T18:04:01.997097",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Extracting Features from the images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "90cba8f9",
   "metadata": {
    "execution": {
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-06-30 18:04:02.145356: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:02.280529: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:02.281704: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:02.283423: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA\n",
      "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
      "2022-06-30 18:04:02.289887: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:02.290945: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:02.291947: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:05.003534: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:05.004702: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:05.005765: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:937] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n",
      "2022-06-30 18:04:05.006759: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1510] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 15403 MB memory:  -> device: 0, name: Tesla P100-PCIE-16GB, pci bus id: 0000:00:04.0, compute capability: 6.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels.h5\n",
      "553467904/553467096 [==============================] - 5s 0us/step\n",
      "553476096/553467096 [==============================] - 5s 0us/step\n",
      "Model: \"model\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "input_1 (InputLayer)         [(None, 224, 224, 3)]     0         \n",
      "_________________________________________________________________\n",
      "block1_conv1 (Conv2D)        (None, 224, 224, 64)      1792      \n",
      "_________________________________________________________________\n",
      "block1_conv2 (Conv2D)        (None, 224, 224, 64)      36928     \n",
      "_________________________________________________________________\n",
      "block1_pool (MaxPooling2D)   (None, 112, 112, 64)      0         \n",
      "_________________________________________________________________\n",
      "block2_conv1 (Conv2D)        (None, 112, 112, 128)     73856     \n",
      "_________________________________________________________________\n",
      "block2_conv2 (Conv2D)        (None, 112, 112, 128)     147584    \n",
      "_________________________________________________________________\n",
      "block2_pool (MaxPooling2D)   (None, 56, 56, 128)       0         \n",
      "_________________________________________________________________\n",
      "block3_conv1 (Conv2D)        (None, 56, 56, 256)       295168    \n",
      "_________________________________________________________________\n",
      "block3_conv2 (Conv2D)        (None, 56, 56, 256)       590080    \n",
      "_________________________________________________________________\n",
      "block3_conv3 (Conv2D)        (None, 56, 56, 256)       590080    \n",
      "_________________________________________________________________\n",
      "block3_pool (MaxPooling2D)   (None, 28, 28, 256)       0         \n",
      "_________________________________________________________________\n",
      "block4_conv1 (Conv2D)        (None, 28, 28, 512)       1180160   \n",
      "_________________________________________________________________\n",
      "block4_conv2 (Conv2D)        (None, 28, 28, 512)       2359808   \n",
      "_________________________________________________________________\n",
      "block4_conv3 (Conv2D)        (None, 28, 28, 512)       2359808   \n",
      "_________________________________________________________________\n",
      "block4_pool (MaxPooling2D)   (None, 14, 14, 512)       0         \n",
      "_________________________________________________________________\n",
      "block5_conv1 (Conv2D)        (None, 14, 14, 512)       2359808   \n",
      "_________________________________________________________________\n",
      "block5_conv2 (Conv2D)        (None, 14, 14, 512)       2359808   \n",
      "_________________________________________________________________\n",
      "block5_conv3 (Conv2D)        (None, 14, 14, 512)       2359808   \n",
      "_________________________________________________________________\n",
      "block5_pool (MaxPooling2D)   (None, 7, 7, 512)         0         \n",
      "_________________________________________________________________\n",
      "flatten (Flatten)            (None, 25088)             0         \n",
      "_________________________________________________________________\n",
      "fc1 (Dense)                  (None, 4096)              102764544 \n",
      "_________________________________________________________________\n",
      "fc2 (Dense)                  (None, 4096)              16781312  \n",
      "=================================================================\n",
      "Total params: 134,260,544\n",
      "Trainable params: 134,260,544\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "# load vgg16 model\n",
    "model = VGG16()\n",
    "#restructure the model\n",
    "model = Model(inputs=model.inputs, outputs=model.layers[-2].output)\n",
    "\n",
    "print(model.summary())"
   ]
  },
  {
   "cell_type": "code",
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   "outputs": [
    {
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       "  0%|          | 0/31785 [00:00<?, ?it/s]"
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    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-06-30 18:04:14.006903: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:185] None of the MLIR Optimization Passes are enabled (registered 2)\n",
      "2022-06-30 18:04:15.178957: I tensorflow/stream_executor/cuda/cuda_dnn.cc:369] Loaded cuDNN version 8005\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception occured <class 'IsADirectoryError'>\n",
      "Exception occured <class 'PIL.UnidentifiedImageError'>\n"
     ]
    }
   ],
   "source": [
    "# extra features from image\n",
    "# value ==> fetures\n",
    "features = {}\n",
    "\n",
    "directory = os.path.join(BASE_DIR, \"images\")\n",
    "\n",
    "for img_name in tqdm(os.listdir(directory)):\n",
    "    try:\n",
    "        # loading the images from file\n",
    "        img_path =  directory + \"/\" + img_name\n",
    "        image = load_img(img_path, target_size=(224,224))\n",
    "\n",
    "        # converting the pixels of the image into a numpy array\n",
    "        image = img_to_array(image)\n",
    "        image = image.reshape((1, image.shape[0], image.shape[1], image.shape[2]))\n",
    "\n",
    "        # reshaping the data for our model\n",
    "        image = preprocess_input(image)\n",
    "        feature = model.predict(image, verbose=0)\n",
    "\n",
    "        #Extracting the image ID\n",
    "        image_id = img_name.split(\".\")[0]\n",
    "\n",
    "        #store feature\n",
    "        features[image_id] = feature\n",
    "    except Exception as e:\n",
    "        print(\"Exception occured\", e.__class__)\n",
    "        continue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "82a13c42",
   "metadata": {
    "execution": {
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     "exception": false,
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "#storing features in pickle\n",
    "pickle.dump(features, open(os.path.join(WORKING_DIR, 'features.pkl'),'wb')) \n",
    "# write binary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "28b74464",
   "metadata": {
    "execution": {
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   "outputs": [],
   "source": [
    "# Load features from pickle\n",
    "FEATURES_PATH = \"/kaggle/input/featurespkl/features.pkl\"\n",
    "with open(FEATURES_PATH,'rb') as f:\n",
    "    features = pickle.load(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dcef62f9",
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     "start_time": "2022-06-30T18:42:06.750556",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Loading the captions Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a64c3f86",
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "CAPTIONS_PATH = \"/kaggle/input/captions/captions.txt\"\n",
    "with open(CAPTIONS_PATH,\"r\") as f:\n",
    "    next(f)\n",
    "    captions_doc = f.read()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "658c9093",
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   "source": []
  },
  {
   "cell_type": "code",
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    "tags": []
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   "outputs": [
    {
     "data": {
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       "version_major": 2,
       "version_minor": 0
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       "  0%|          | 0/158916 [00:00<?, ?it/s]"
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   ],
   "source": [
    "#mapping the images to its corresponding captions\n",
    "mapping = {}\n",
    "\n",
    "# process lines\n",
    "for line in tqdm(captions_doc.split(\"\\n\")):\n",
    "    # spliting the lines by \",\"\n",
    "    tokens = line.split(',')\n",
    "    if len(line) < 2:\n",
    "        continue\n",
    "    image_id, caption = tokens[0], tokens[1:]\n",
    "    \n",
    "    #removing extensions from yhe given image IDs\n",
    "    image_id = image_id.split(\".\")[0]\n",
    "    image_id = image_id.replace(\" \",\"\")\n",
    "    \n",
    "    # Converting the caption list into string\n",
    "    caption = \" \".join(caption)\n",
    "    \n",
    "    #Create list if needed\n",
    "    if image_id not in mapping:\n",
    "        mapping[image_id] = []\n",
    "    \n",
    "    #Store the caption\n",
    "    mapping[image_id].append(caption)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "99e0e66a",
   "metadata": {
    "execution": {
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     "iopub.status.busy": "2022-06-30T18:42:07.564366Z",
     "iopub.status.idle": "2022-06-30T18:42:07.572404Z",
     "shell.execute_reply": "2022-06-30T18:42:07.571468Z"
    },
    "papermill": {
     "duration": 0.026814,
     "end_time": "2022-06-30T18:42:07.574779",
     "exception": false,
     "start_time": "2022-06-30T18:42:07.547965",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "31783"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(mapping)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fc2f8860",
   "metadata": {
    "papermill": {
     "duration": 0.01579,
     "end_time": "2022-06-30T18:42:07.606384",
     "exception": false,
     "start_time": "2022-06-30T18:42:07.590594",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Preprocess Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "25c6b275",
   "metadata": {
    "execution": {
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[' Two young guys with shaggy hair look at their hands while hanging out in the yard .',\n",
       " ' Two young   White males are outside near many bushes .',\n",
       " ' Two men in green shirts are standing in a yard .',\n",
       " ' A man in a blue shirt standing in a garden .',\n",
       " ' Two friends enjoy time spent together .']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# before preprocess of text\n",
    "mapping['1000092795']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "70fcb935",
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def clean(mapping):\n",
    "    for key, captions in mapping.items():\n",
    "        for i in range(len(captions)):\n",
    "            # One at a time\n",
    "            caption = captions[i]\n",
    "            # preprocessing steps\n",
    "            # convert to lower case\n",
    "            caption = caption.lower()\n",
    "            # Replace digits, special haracters etc\n",
    "            caption = caption.replace(\"[^A-Za-z]\",\"\")\n",
    "            # Delete additional spaces\n",
    "            caption = caption.replace('\\s+',' ')\n",
    "            # add start and end tags to the caption\n",
    "            caption = 'startseq ' + \" \".join([word for word in caption.split() if len(word)>1]) + ' endseq'\n",
    "            captions[i] = caption"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f0f4b0b3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:07.725792Z",
     "iopub.status.busy": "2022-06-30T18:42:07.724927Z",
     "iopub.status.idle": "2022-06-30T18:42:08.379745Z",
     "shell.execute_reply": "2022-06-30T18:42:08.378515Z"
    },
    "papermill": {
     "duration": 0.674396,
     "end_time": "2022-06-30T18:42:08.382312",
     "exception": false,
     "start_time": "2022-06-30T18:42:07.707916",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# preprocessing the text\n",
    "clean(mapping)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "cb6411ab",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:08.415731Z",
     "iopub.status.busy": "2022-06-30T18:42:08.415410Z",
     "iopub.status.idle": "2022-06-30T18:42:08.421983Z",
     "shell.execute_reply": "2022-06-30T18:42:08.420810Z"
    },
    "papermill": {
     "duration": 0.025745,
     "end_time": "2022-06-30T18:42:08.424002",
     "exception": false,
     "start_time": "2022-06-30T18:42:08.398257",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['startseq two young guys with shaggy hair look at their hands while hanging out in the yard endseq',\n",
       " 'startseq two young white males are outside near many bushes endseq',\n",
       " 'startseq two men in green shirts are standing in yard endseq',\n",
       " 'startseq man in blue shirt standing in garden endseq',\n",
       " 'startseq two friends enjoy time spent together endseq']"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# after preprocessing of text\n",
    "mapping['1000092795']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d9bb4313",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:08.460024Z",
     "iopub.status.busy": "2022-06-30T18:42:08.458193Z",
     "iopub.status.idle": "2022-06-30T18:42:08.508198Z",
     "shell.execute_reply": "2022-06-30T18:42:08.507188Z"
    },
    "papermill": {
     "duration": 0.07041,
     "end_time": "2022-06-30T18:42:08.510578",
     "exception": false,
     "start_time": "2022-06-30T18:42:08.440168",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "all_captions = []\n",
    "for key in mapping:\n",
    "    for caption in mapping[key]:\n",
    "        all_captions.append(caption)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6e4fcc4c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:08.544910Z",
     "iopub.status.busy": "2022-06-30T18:42:08.544539Z",
     "iopub.status.idle": "2022-06-30T18:42:08.551572Z",
     "shell.execute_reply": "2022-06-30T18:42:08.550315Z"
    },
    "papermill": {
     "duration": 0.027988,
     "end_time": "2022-06-30T18:42:08.555166",
     "exception": false,
     "start_time": "2022-06-30T18:42:08.527178",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "158915"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(all_captions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "31e5b05c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:08.589394Z",
     "iopub.status.busy": "2022-06-30T18:42:08.589076Z",
     "iopub.status.idle": "2022-06-30T18:42:08.595526Z",
     "shell.execute_reply": "2022-06-30T18:42:08.594544Z"
    },
    "papermill": {
     "duration": 0.026497,
     "end_time": "2022-06-30T18:42:08.597687",
     "exception": false,
     "start_time": "2022-06-30T18:42:08.571190",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['startseq two young guys with shaggy hair look at their hands while hanging out in the yard endseq',\n",
       " 'startseq two young white males are outside near many bushes endseq',\n",
       " 'startseq two men in green shirts are standing in yard endseq',\n",
       " 'startseq man in blue shirt standing in garden endseq',\n",
       " 'startseq two friends enjoy time spent together endseq',\n",
       " 'startseq several men in hard hats are operating giant pulley system endseq',\n",
       " 'startseq workers look down from up above on piece of equipment endseq',\n",
       " 'startseq two men working on machine wearing hard hats endseq',\n",
       " 'startseq four men on top of tall structure endseq',\n",
       " 'startseq three men on large rig endseq']"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_captions[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "697685d6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:08.633449Z",
     "iopub.status.busy": "2022-06-30T18:42:08.632567Z",
     "iopub.status.idle": "2022-06-30T18:42:11.479037Z",
     "shell.execute_reply": "2022-06-30T18:42:11.477880Z"
    },
    "papermill": {
     "duration": 2.866526,
     "end_time": "2022-06-30T18:42:11.481433",
     "exception": false,
     "start_time": "2022-06-30T18:42:08.614907",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "#tokenize the text\n",
    "tokenizer = Tokenizer()\n",
    "tokenizer.fit_on_texts(all_captions)\n",
    "vocab_size = len(tokenizer.word_index) + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3c3306ae",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:11.516218Z",
     "iopub.status.busy": "2022-06-30T18:42:11.515896Z",
     "iopub.status.idle": "2022-06-30T18:42:11.523241Z",
     "shell.execute_reply": "2022-06-30T18:42:11.522035Z"
    },
    "papermill": {
     "duration": 0.026856,
     "end_time": "2022-06-30T18:42:11.525528",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.498672",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "18313"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vocab_size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "96cf0cf0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:11.561118Z",
     "iopub.status.busy": "2022-06-30T18:42:11.560271Z",
     "iopub.status.idle": "2022-06-30T18:42:11.703362Z",
     "shell.execute_reply": "2022-06-30T18:42:11.702204Z"
    },
    "papermill": {
     "duration": 0.162789,
     "end_time": "2022-06-30T18:42:11.705579",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.542790",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "74"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get maximum length of the captions available\n",
    "max_length = max(len(caption.split()) for caption in all_captions)\n",
    "max_length"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c7b0e2a",
   "metadata": {
    "papermill": {
     "duration": 0.015904,
     "end_time": "2022-06-30T18:42:11.738206",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.722302",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Train Test Split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "53c3a81e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:11.775494Z",
     "iopub.status.busy": "2022-06-30T18:42:11.775160Z",
     "iopub.status.idle": "2022-06-30T18:42:11.781547Z",
     "shell.execute_reply": "2022-06-30T18:42:11.780520Z"
    },
    "papermill": {
     "duration": 0.029072,
     "end_time": "2022-06-30T18:42:11.783889",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.754817",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "image_ids = list(mapping.keys())\n",
    "split = int(len(image_ids) * 0.90)\n",
    "\n",
    "# Training image ids 0-90% \n",
    "train = image_ids[:split] \n",
    "\n",
    "# Testing image ids 90-100% \n",
    "test = image_ids[split:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ed274511",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:11.818592Z",
     "iopub.status.busy": "2022-06-30T18:42:11.818296Z",
     "iopub.status.idle": "2022-06-30T18:42:11.828864Z",
     "shell.execute_reply": "2022-06-30T18:42:11.827866Z"
    },
    "papermill": {
     "duration": 0.02996,
     "end_time": "2022-06-30T18:42:11.830944",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.800984",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Create Data Generator to get data  in batch (prevents session crash)\n",
    "def data_generator(data_keys, mapping, features, tokenizer, max_length, vocab_size,  batch_size):\n",
    "    # loop over images\n",
    "    X1, X2, y = list(), list(), list()\n",
    "    n=0\n",
    "    while 1:\n",
    "        for key in data_keys:\n",
    "            n+=1\n",
    "            captions = mapping[key]\n",
    "            # process each caption\n",
    "            for caption in captions:\n",
    "                # encode the sequence\n",
    "                seq = tokenizer.texts_to_sequences([caption])[0]\n",
    "                # split the sequence into x, y pairs\n",
    "                for i in range(1,len(seq)):\n",
    "                    #split into input and output pairs\n",
    "                    in_seq, out_seq = seq[:i], seq[i]\n",
    "                    #pad input sequence\n",
    "                    in_seq = pad_sequences([in_seq], maxlen=max_length)[0]\n",
    "                    # encode output sequence\n",
    "                    out_seq = to_categorical([out_seq], num_classes=vocab_size)[0]\n",
    "                    \n",
    "                    #store the sequences\n",
    "                    X1.append(features[key][0])\n",
    "                    X2.append(in_seq)\n",
    "                    y.append(out_seq)\n",
    "            if n == batch_size:\n",
    "                X1, X2, y = np.array(X1), np.array(X2), np.array(y)\n",
    "                yield [X1, X2], y\n",
    "                X1, X2, y =list(), list(), list()\n",
    "                n = 0\n",
    "                "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "07abe172",
   "metadata": {
    "papermill": {
     "duration": 0.016531,
     "end_time": "2022-06-30T18:42:11.864167",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.847636",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Model Creation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "57b9db35",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:11.898750Z",
     "iopub.status.busy": "2022-06-30T18:42:11.897907Z",
     "iopub.status.idle": "2022-06-30T18:42:14.184765Z",
     "shell.execute_reply": "2022-06-30T18:42:14.183400Z"
    },
    "papermill": {
     "duration": 2.30817,
     "end_time": "2022-06-30T18:42:14.188741",
     "exception": false,
     "start_time": "2022-06-30T18:42:11.880571",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#encoder model\n",
    "# image feature layers\n",
    "inputs1 = Input(shape=(4096,))\n",
    "fe1 = Dropout(0.4)(inputs1)\n",
    "fe2 = Dense(256, activation='relu')(fe1)\n",
    "\n",
    "# sequence feature layers\n",
    "inputs2 = Input(shape=(max_length,))\n",
    "se1 = Embedding(vocab_size, 256, mask_zero=True)(inputs2)\n",
    "se2 = Dropout(0.4)(se1)\n",
    "se3 = LSTM(256)(se2)\n",
    "\n",
    "#decoder model\n",
    "decoder1 = add([fe2, se3])\n",
    "decoder2 = Dense(256, activation='relu')(decoder1)\n",
    "outputs = Dense(vocab_size, activation='softmax')(decoder2)\n",
    "\n",
    "model = Model(inputs=[inputs1, inputs2], outputs=outputs)\n",
    "model.compile(loss='categorical_crossentropy', optimizer = 'adam')\n",
    "\n",
    "#plot the model\n",
    "plot_model(model,show_shapes=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6636a75",
   "metadata": {
    "papermill": {
     "duration": 0.03174,
     "end_time": "2022-06-30T18:42:14.251758",
     "exception": false,
     "start_time": "2022-06-30T18:42:14.220018",
     "status": "completed"
    },
    "tags": []
   },
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b4d4b7bb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T18:42:14.318479Z",
     "iopub.status.busy": "2022-06-30T18:42:14.317952Z",
     "iopub.status.idle": "2022-06-30T22:14:30.744854Z",
     "shell.execute_reply": "2022-06-30T22:14:30.743679Z"
    },
    "papermill": {
     "duration": 12736.463193,
     "end_time": "2022-06-30T22:14:30.747876",
     "exception": false,
     "start_time": "2022-06-30T18:42:14.284683",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "817/817 [==============================] - 609s 740ms/step - loss: 4.6985\n",
      "817/817 [==============================] - 607s 742ms/step - loss: 3.8205\n",
      "817/817 [==============================] - 617s 755ms/step - loss: 3.5510\n",
      "817/817 [==============================] - 604s 739ms/step - loss: 3.3804\n",
      "817/817 [==============================] - 621s 760ms/step - loss: 3.2545\n",
      "817/817 [==============================] - 609s 745ms/step - loss: 3.1561\n",
      "817/817 [==============================] - 613s 749ms/step - loss: 3.0795\n",
      "817/817 [==============================] - 631s 772ms/step - loss: 3.0183\n",
      "817/817 [==============================] - 631s 773ms/step - loss: 2.9686\n",
      "817/817 [==============================] - 615s 752ms/step - loss: 2.9268\n",
      "817/817 [==============================] - 619s 758ms/step - loss: 2.8915\n",
      "817/817 [==============================] - 614s 751ms/step - loss: 2.8610\n",
      "817/817 [==============================] - 622s 761ms/step - loss: 2.8347\n",
      "817/817 [==============================] - 622s 760ms/step - loss: 2.8106\n",
      "817/817 [==============================] - 624s 764ms/step - loss: 2.7875\n",
      "817/817 [==============================] - 633s 775ms/step - loss: 2.7686\n",
      "817/817 [==============================] - 638s 781ms/step - loss: 2.7513\n",
      "817/817 [==============================] - 659s 806ms/step - loss: 2.7352\n",
      "817/817 [==============================] - 645s 790ms/step - loss: 2.7195\n",
      "817/817 [==============================] - 638s 780ms/step - loss: 2.7067\n"
     ]
    }
   ],
   "source": [
    "# train the model\n",
    "epochs = 20\n",
    "batch_size = 35\n",
    "steps = len(train) // batch_size\n",
    "\n",
    "for i in range(epochs):\n",
    "    #create data generator\n",
    "    generator = data_generator(train, mapping, features, tokenizer, max_length, vocab_size, batch_size)\n",
    "    # fit for one epoch\n",
    "    model.fit(generator, epochs=1, steps_per_epoch=steps, verbose=1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "72639bb8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:14:33.464767Z",
     "iopub.status.busy": "2022-06-30T22:14:33.463463Z",
     "iopub.status.idle": "2022-06-30T22:14:33.789763Z",
     "shell.execute_reply": "2022-06-30T22:14:33.788483Z"
    },
    "papermill": {
     "duration": 1.900094,
     "end_time": "2022-06-30T22:14:33.792557",
     "exception": false,
     "start_time": "2022-06-30T22:14:31.892463",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.7/site-packages/keras/utils/generic_utils.py:497: CustomMaskWarning: Custom mask layers require a config and must override get_config. When loading, the custom mask layer must be passed to the custom_objects argument.\n",
      "  category=CustomMaskWarning)\n"
     ]
    }
   ],
   "source": [
    "# save the model\n",
    "model.save('/kaggle/working/best_model.h5')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aadaf595",
   "metadata": {
    "papermill": {
     "duration": 1.479682,
     "end_time": "2022-06-30T22:14:36.875276",
     "exception": false,
     "start_time": "2022-06-30T22:14:35.395594",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Generate captions for the image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "aa16c6de",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:14:39.324693Z",
     "iopub.status.busy": "2022-06-30T22:14:39.324183Z",
     "iopub.status.idle": "2022-06-30T22:14:39.329922Z",
     "shell.execute_reply": "2022-06-30T22:14:39.328824Z"
    },
    "papermill": {
     "duration": 1.234229,
     "end_time": "2022-06-30T22:14:39.332381",
     "exception": false,
     "start_time": "2022-06-30T22:14:38.098152",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def idx_to_word(integer, tokenizer):\n",
    "    for word, index in tokenizer.word_index.items():\n",
    "        if index == integer:\n",
    "            return word\n",
    "    return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "fa1f34c2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:14:41.673766Z",
     "iopub.status.busy": "2022-06-30T22:14:41.673145Z",
     "iopub.status.idle": "2022-06-30T22:14:41.682997Z",
     "shell.execute_reply": "2022-06-30T22:14:41.681855Z"
    },
    "papermill": {
     "duration": 1.211153,
     "end_time": "2022-06-30T22:14:41.685484",
     "exception": false,
     "start_time": "2022-06-30T22:14:40.474331",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# generate caption for an image\n",
    "def predict_caption(model, image, tokenizer, max_length):\n",
    "    # add start tag for generation process\n",
    "    in_text = 'startseq'\n",
    "    # iterate over the max length of sequence\n",
    "    for i in range(max_length):\n",
    "        # encode input sequence\n",
    "        sequence = tokenizer.texts_to_sequences([in_text])[0]\n",
    "        # pad the sequence\n",
    "        sequence = pad_sequences([sequence], max_length)\n",
    "        # predict next word\n",
    "        yhat = model.predict([image, sequence], verbose=0)\n",
    "        # get index with high probability\n",
    "        yhat = np.argmax(yhat)\n",
    "        # convert index to word\n",
    "        word = idx_to_word(yhat, tokenizer)\n",
    "        # stop if word not found\n",
    "        if word is None:\n",
    "            break\n",
    "        # append word as input for generating next word\n",
    "        in_text+=\" \"+word\n",
    "        #stop if we reach end tag\n",
    "        if word == 'endseq':\n",
    "            break\n",
    "    return in_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "17f75c7d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:14:44.322389Z",
     "iopub.status.busy": "2022-06-30T22:14:44.321770Z",
     "iopub.status.idle": "2022-06-30T22:53:50.940021Z",
     "shell.execute_reply": "2022-06-30T22:53:50.938046Z"
    },
    "papermill": {
     "duration": 2348.0833,
     "end_time": "2022-06-30T22:53:50.942389",
     "exception": false,
     "start_time": "2022-06-30T22:14:42.859089",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "eac1db91ca874001836a042a65adffcb",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/3179 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BLEU-1: 0.549646\n",
      "BLEU-2: 0.300858\n"
     ]
    }
   ],
   "source": [
    "from nltk.translate.bleu_score import corpus_bleu\n",
    "# validate with test data\n",
    "actual, predicted = list(), list()\n",
    "\n",
    "for key in tqdm(test):\n",
    "    #get actual caption\n",
    "    captions = mapping[key]\n",
    "    # predict the caption for image\n",
    "    y_pred = predict_caption(model, features[key], tokenizer, max_length)\n",
    "    \n",
    "    #split into words\n",
    "    actual_captions = [caption.split() for caption in captions] \n",
    "    y_pred = y_pred.split()\n",
    "    \n",
    "    # append to the list\n",
    "    actual.append(actual_captions)\n",
    "    predicted.append(y_pred)\n",
    "    \n",
    "# calculate the BLEU score\n",
    "print(\"BLEU-1: %f\" %corpus_bleu(actual, predicted, weights=(1.0, 0, 0, 0)))\n",
    "print(\"BLEU-2: %f\" %corpus_bleu(actual, predicted, weights=(0.5, 0.5, 0, 0)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1bfbcf8",
   "metadata": {
    "papermill": {
     "duration": 1.220868,
     "end_time": "2022-06-30T22:53:53.296069",
     "exception": false,
     "start_time": "2022-06-30T22:53:52.075201",
     "status": "completed"
    },
    "tags": []
   },
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "7539e57f",
   "metadata": {
    "papermill": {
     "duration": 1.213136,
     "end_time": "2022-06-30T22:53:55.652772",
     "exception": false,
     "start_time": "2022-06-30T22:53:54.439636",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Visualize the Results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "7436eeca",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:53:58.315556Z",
     "iopub.status.busy": "2022-06-30T22:53:58.315160Z",
     "iopub.status.idle": "2022-06-30T22:53:58.323872Z",
     "shell.execute_reply": "2022-06-30T22:53:58.322888Z"
    },
    "papermill": {
     "duration": 1.519941,
     "end_time": "2022-06-30T22:53:58.326229",
     "exception": false,
     "start_time": "2022-06-30T22:53:56.806288",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def generate_caption(image_name):\n",
    "    # load the image\n",
    "    image_id = image_name.split('.')[0]\n",
    "    image_path = os.path.join(BASE_DIR, \"images\", image_name)\n",
    "    image = Image.open(image_path)\n",
    "    captions = mapping[image_id]\n",
    "    print(\"**********************ACTUAL***********************\")\n",
    "    for caption in captions:\n",
    "        print(caption)\n",
    "    y_pred = predict_caption(model, features[image_id], tokenizer, max_length)\n",
    "    print(\"**********************PREDICTED***********************\")\n",
    "    print(y_pred)\n",
    "    plt.imshow(image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "afc9168d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:54:00.765671Z",
     "iopub.status.busy": "2022-06-30T22:54:00.765136Z",
     "iopub.status.idle": "2022-06-30T22:54:01.831924Z",
     "shell.execute_reply": "2022-06-30T22:54:01.830893Z"
    },
    "papermill": {
     "duration": 2.305831,
     "end_time": "2022-06-30T22:54:01.835003",
     "exception": false,
     "start_time": "2022-06-30T22:53:59.529172",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************ACTUAL***********************\n",
      "startseq several men in hard hats are operating giant pulley system endseq\n",
      "startseq workers look down from up above on piece of equipment endseq\n",
      "startseq two men working on machine wearing hard hats endseq\n",
      "startseq four men on top of tall structure endseq\n",
      "startseq three men on large rig endseq\n",
      "**********************PREDICTED***********************\n",
      "startseq man is suspended on pole while suspended in the air endseq\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "generate_caption(\"10002456.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "0f0d80dc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:54:04.275007Z",
     "iopub.status.busy": "2022-06-30T22:54:04.274480Z",
     "iopub.status.idle": "2022-06-30T22:54:05.113216Z",
     "shell.execute_reply": "2022-06-30T22:54:05.112114Z"
    },
    "papermill": {
     "duration": 2.078725,
     "end_time": "2022-06-30T22:54:05.115647",
     "exception": false,
     "start_time": "2022-06-30T22:54:03.036922",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************ACTUAL***********************\n",
      "startseq three people are on hilltop overlooking green valley endseq\n",
      "startseq people sit on the mountainside and check out the view endseq\n",
      "startseq three people rest on ledge above the moutains endseq\n",
      "startseq three people hang out on top of big hill endseq\n",
      "startseq three people overlook green valley endseq\n",
      "**********************PREDICTED***********************\n",
      "startseq two people are hiking up hill on hilltop endseq\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "generate_caption(\"104136873.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "e4fb0cb4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:54:07.895538Z",
     "iopub.status.busy": "2022-06-30T22:54:07.894267Z",
     "iopub.status.idle": "2022-06-30T22:54:09.926642Z",
     "shell.execute_reply": "2022-06-30T22:54:09.925474Z"
    },
    "papermill": {
     "duration": 3.641821,
     "end_time": "2022-06-30T22:54:09.929152",
     "exception": false,
     "start_time": "2022-06-30T22:54:06.287331",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************ACTUAL***********************\n",
      "startseq man on ladder is painting brick wall in warehouse endseq\n",
      "startseq man is standing on ladder painting bricks endseq\n",
      "startseq construction site with building material endseq\n",
      "startseq man painting brick wall on ladder endseq\n",
      "startseq man is panting piece of wood endseq\n",
      "**********************PREDICTED***********************\n",
      "startseq man in black shirt and black pants is standing on ladder in front of an escalator endseq\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "generate_caption(\"1044764620.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "dcc81651",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:54:12.335442Z",
     "iopub.status.busy": "2022-06-30T22:54:12.335037Z",
     "iopub.status.idle": "2022-06-30T22:54:13.079403Z",
     "shell.execute_reply": "2022-06-30T22:54:13.077287Z"
    },
    "papermill": {
     "duration": 1.989799,
     "end_time": "2022-06-30T22:54:13.082254",
     "exception": false,
     "start_time": "2022-06-30T22:54:11.092455",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************ACTUAL***********************\n",
      "startseq two people sitting beside each other at table with food on it smiling endseq\n",
      "startseq couple wearing white sweaters sit at restaurant table endseq\n",
      "startseq man and woman seated at table together endseq\n",
      "startseq man and woman eating dinner together endseq\n",
      "startseq man and woman wearing khaki smiling endseq\n",
      "**********************PREDICTED***********************\n",
      "startseq two women are eating at restaurant endseq\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "generate_caption(\"105493603.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "d3f6335c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-06-30T22:54:15.501964Z",
     "iopub.status.busy": "2022-06-30T22:54:15.501545Z",
     "iopub.status.idle": "2022-06-30T22:54:16.935253Z",
     "shell.execute_reply": "2022-06-30T22:54:16.934222Z"
    },
    "papermill": {
     "duration": 2.683914,
     "end_time": "2022-06-30T22:54:16.937538",
     "exception": false,
     "start_time": "2022-06-30T22:54:14.253624",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "**********************ACTUAL***********************\n",
      "startseq child in pink dress is climbing up set of stairs in an entry way endseq\n",
      "startseq little girl in pink dress going into wooden cabin endseq\n",
      "startseq little girl climbing the stairs to her playhouse endseq\n",
      "startseq little girl climbing into wooden playhouse endseq\n",
      "startseq girl going into wooden building endseq\n",
      "**********************PREDICTED***********************\n",
      "startseq man in white shirt is sitting on stool on the sidewalk endseq\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "generate_caption(\"1000268201.jpg\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.12"
  },
  "papermill": {
   "default_parameters": {},
   "duration": 17435.583554,
   "end_time": "2022-06-30T22:54:21.162530",
   "environment_variables": {},
   "exception": null,
   "input_path": "__notebook__.ipynb",
   "output_path": "__notebook__.ipynb",
   "parameters": {},
   "start_time": "2022-06-30T18:03:45.578976",
   "version": "2.3.4"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "020781c426714171a5c2dcd6a5185e24": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "HTMLModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/controls",
       "_model_module_version": "1.5.0",
       "_model_name": "HTMLModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/controls",
       "_view_module_version": "1.5.0",
       "_view_name": "HTMLView",
       "description": "",
       "description_tooltip": null,
       "layout": "IPY_MODEL_3ce0e5a95cb9450cb5a6cf701bcd6bab",
       "placeholder": "​",
       "style": "IPY_MODEL_0ba65c16dcc84fc5a50c744d504ee511",
       "value": " 31785/31785 [37:47&lt;00:00, 14.38it/s]"
      }
     },
     "0ba65c16dcc84fc5a50c744d504ee511": {
      "model_module": "@jupyter-widgets/controls",
      "model_module_version": "1.5.0",
      "model_name": "DescriptionStyleModel",
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