├── .gitattributes ├── Image_extraction_for_detection.ipynb ├── Indian_Number_plates.json ├── Model_Training_using_CNN.ipynb ├── OCR_detected_license_plate_using_Tensorflow.ipynb ├── README.md ├── doc ├── img1.PNG └── img2.PNG ├── number_plate └── graph-200000 │ └── frozen_inference_graph.pb ├── png_tesseract ├── image1.png └── test_ram │ ├── image0.jpeg │ ├── image1.jpeg │ ├── image10.jpeg │ ├── image11.jpeg │ ├── image12.jpeg │ ├── image13.jpeg │ ├── image14.jpeg │ ├── image2.jpeg │ ├── image3.jpeg │ ├── image4.jpeg │ ├── image5.jpeg │ ├── image6.jpeg │ ├── image7.jpeg │ ├── image8.jpeg │ └── image9.jpeg └── training └── object-detection.pbtxt /.gitattributes: -------------------------------------------------------------------------------- 1 | *.psd filter=lfs diff=lfs merge=lfs -text 2 | -------------------------------------------------------------------------------- /Image_extraction_for_detection.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "metadata": {}, 6 | "source": [ 7 | "# Image_extraction_for_detection" 8 | ] 9 | }, 10 | { 11 | "cell_type": "code", 12 | "execution_count": 1, 13 | "metadata": {}, 14 | "outputs": [], 15 | "source": [ 16 | "import numpy as np # linear algebra and array\n", 17 | "\n", 18 | "import pandas as pd # data processing, JSON file I/O\n", 19 | "import urllib\n", 20 | "import requests # data from url \n", 21 | "import json\n", 22 | "import random\n", 23 | "\n", 24 | "from PIL import Image\n", 25 | "import matplotlib.pyplot as plt # plotting the image \n", 26 | "import cv2\n", 27 | "\n", 28 | "import pickle # Save the data locally\n", 29 | "import io " 30 | ] 31 | }, 32 | { 33 | "cell_type": "code", 34 | "execution_count": 2, 35 | "metadata": {}, 36 | "outputs": [], 37 | "source": [ 38 | "# Read the data \n", 39 | "data = pd.read_json('Indian_Number_plates.json', lines=True)\n", 40 | "pd.set_option('display.max_colwidth', -1)\n", 41 | "\n", 42 | "# Data Preprocessing\n", 43 | "# Delete the empty column\n", 44 | "del data['extras']\n", 45 | "\n", 46 | "# Extract the Box of number plate via points provided\n", 47 | "data['points'] = data.apply(lambda row: row['annotation'][0]['points'], axis=1)\n", 48 | "\n", 49 | "# Data cleaning\n", 50 | "# And drop the rest of the annotation info\n", 51 | "del data['annotation']" 52 | ] 53 | }, 54 | { 55 | "cell_type": "code", 56 | "execution_count": 16, 57 | "metadata": {}, 58 | "outputs": [], 59 | "source": [ 60 | "Images = []\n", 61 | "Plates = []\n", 62 | "\n", 63 | "def downloadTraining(df):\n", 64 | "\n", 65 | " for index, row in df.iterrows():\n", 66 | "\n", 67 | " # Get the image from the URL\n", 68 | " # URL is the first \"content\" in a line\n", 69 | " resp = urllib.request.urlopen(row[0]) \n", 70 | " im = np.array(Image.open(resp))\n", 71 | "\n", 72 | " # We append the image to the training input array\n", 73 | " Images.append(im) \n", 74 | "\n", 75 | " # Points of Number plate Boundary \n", 76 | " # Multiplying given points with height and width to get the actual co-ordinates\n", 77 | " x_point_top = row[1][0]['x']*im.shape[1]\n", 78 | " y_point_top = row[1][0]['y']*im.shape[0]\n", 79 | " x_point_bot = row[1][1]['x']*im.shape[1]\n", 80 | " y_point_bot = row[1][1]['y']*im.shape[0]\n", 81 | "\n", 82 | " # Cut the plate from the image and keep it seperately\n", 83 | " completeImage = Image.fromarray(im)\n", 84 | " plateImage = completeImage.crop((x_point_top, y_point_top, x_point_bot, y_point_bot))\n", 85 | " Plates.append(np.array(plateImage))\n", 86 | "\n", 87 | "downloadTraining(data)" 88 | ] 89 | }, 90 | { 91 | "cell_type": "code", 92 | "execution_count": 4, 93 | "metadata": {}, 94 | "outputs": [ 95 | { 96 | "name": "stdout", 97 | "output_type": "stream", 98 | "text": [ 99 | "Data Loading...Wait\n", 100 | "Data Saved\n" 101 | ] 102 | } 103 | ], 104 | "source": [ 105 | "# Using pickle to store the python list locally so that extracting images from url is not required again\n", 106 | "# Python lists of car and number plate saved in list\n", 107 | "print(\"Data Loading...Wait\")\n", 108 | "with open('Images_array_train', 'wb') as f:\n", 109 | " pickle.dump(Images, f)\n", 110 | "with open('Plates_array_train', 'wb') as f:\n", 111 | " pickle.dump(Plates, f) \n", 112 | "\n", 113 | "print(\"Data Saved\")" 114 | ] 115 | }, 116 | { 117 | "cell_type": "code", 118 | "execution_count": 15, 119 | "metadata": {}, 120 | "outputs": [ 121 | { 122 | "data": { 123 | "image/png": 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124 | "text/plain": [ 125 | "
" 126 | ] 127 | }, 128 | "metadata": { 129 | "needs_background": "light" 130 | }, 131 | "output_type": "display_data" 132 | } 133 | ], 134 | "source": [ 135 | "# The Locally saved python list can be accesed easily for images\n", 136 | "with open('Images_array_train', 'rb') as f:\n", 137 | " mylist1 = pickle.load(f)\n", 138 | "\n", 139 | "with open('Plates_array_train', 'rb') as f:\n", 140 | " mylist2 = pickle.load(f)\n", 141 | "\n", 142 | "# Create figure and axes\n", 143 | "fig, ax = plt.subplots(2, 1, constrained_layout=True)\n", 144 | "\n", 145 | "# Set title\n", 146 | "ax[0].set_title('Input Image')\n", 147 | "ax[1].set_title('Output Image')\n", 148 | "\n", 149 | "# Display the images\n", 150 | "# Car\n", 151 | "tt=random.randint(0, 235)\n", 152 | "ax[0].imshow(mylist1[tt])\n", 153 | "# Number plate\n", 154 | "ax[1].imshow(mylist2[tt])\n", 155 | "\n", 156 | "plt.show()" 157 | ] 158 | }, 159 | { 160 | "cell_type": "code", 161 | "execution_count": null, 162 | "metadata": {}, 163 | "outputs": [], 164 | "source": [] 165 | } 166 | ], 167 | "metadata": { 168 | "kernelspec": { 169 | "display_name": "Python 3", 170 | "language": "python", 171 | "name": "python3" 172 | }, 173 | "language_info": { 174 | "codemirror_mode": { 175 | "name": "ipython", 176 | "version": 3 177 | }, 178 | "file_extension": ".py", 179 | "mimetype": "text/x-python", 180 | "name": "python", 181 | "nbconvert_exporter": "python", 182 | "pygments_lexer": "ipython3", 183 | "version": "3.7.4" 184 | } 185 | }, 186 | "nbformat": 4, 187 | "nbformat_minor": 2 188 | } 189 | -------------------------------------------------------------------------------- /Indian_Number_plates.json: -------------------------------------------------------------------------------- 1 | {"content": 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Collected the set of 200 images (Cars along with number plate) from the sources such as Google Images and Flickr. Then annotated the set of images by drawing the boundary box over the number plates to send it for the training phase.\n", 9 | "2. The Annoation gives the co-ordinates of license plates such as (xmin, ymin, xmax, ymax)\n", 10 | "3. Then the co-ordinates are saved into a XML file\n", 11 | "4. All the XML files are grouped and the Co-ordinates are saved in CSV file.\n", 12 | "5. Then the CSV file is converted into TensorFlow record format.\n", 13 | "6. The set of other separate 10 images also gone through the above steps and saved as Test Record file" 14 | ] 15 | }, 16 | { 17 | "cell_type": "code", 18 | "execution_count": null, 19 | "metadata": {}, 20 | "outputs": [], 21 | "source": [ 22 | "import tensorflow as tf\n", 23 | "from tensorflow.examples.tutorials.mnist import input_data\n", 24 | "\n", 25 | "mnist = input_data.read_data_sets(\"/new/data/\", one_hot=True)\n", 26 | "\n", 27 | "n_nodes_hl1 = 500\n", 28 | "n_nodes_hl2 = 500\n", 29 | "n_nodes_hl3 = 500\n", 30 | "\n", 31 | "n_classes = 10\n", 32 | "batch_size = 100\n", 33 | "\n", 34 | "x = tf.placeholder('float', [None, 784])\n", 35 | "y = tf.placeholder('float')\n", 36 | "\n", 37 | "def neural_network_model(data):\n", 38 | " hidden_1_layer = {'weights':tf.Variable(tf.random_normal([784, n_nodes_hl1])),\n", 39 | " 'biases':tf.Variable(tf.random_normal(n_nodes_hl1))}\n", 40 | " \n", 41 | " hidden_2_layer = {'weights':tf.Variable(tf.random_normal([n_nodes_hl1, n_nodes_hl2])),\n", 42 | " 'biases':tf.Variable(tf.random_normal(n_nodes_hl2))}\n", 43 | " \n", 44 | " \n", 45 | " hidden_3_layer = {'weights':tf.Variable(tf.random_normal([n_nodes_hl2, n_nodes_hl3])),\n", 46 | " 'biases':tf.Variable(tf.random_normal(n_nodes_hl3))}\n", 47 | " \n", 48 | " \n", 49 | " output_layer = {'weights':tf.Variable(tf.random_normal([n_nodes_hl3, n_classes])),\n", 50 | " 'biases':tf.Variable(tf.random_normal([n_classes]))}\n", 51 | " l1 = tf.add(tf.matmul(data, hidden_1_layer['weights']) + hidden_1_layer['biases'])\n", 52 | " \n", 53 | " l1 = tf.nn.relu(l1)\n", 54 | " \n", 55 | " l2 = tf.add(tf.matmul(l1, hidden_2_layer['weights']) + hidden_2_layer['biases'])\n", 56 | " \n", 57 | " l2 = tf.nn.relu(l2)\n", 58 | " \n", 59 | " l3 = tf.add(tf.matmul(l2, hidden_3_layer['weights']) + hidden_3_layer['biases'])\n", 60 | " \n", 61 | " l3 = tf.nn.relu(l3)\n", 62 | " \n", 63 | " output = tf.matmul(l3, output_layer['weights']) + output_layer['biases']\n", 64 | " \n", 65 | " return output\n", 66 | "\n", 67 | "\n", 68 | "def train_neural_network():\n", 69 | " \n", 70 | " prediction = neural_network_model(x)\n", 71 | " cost = tf.reduce_mean(tf.nn.softmax_cross_entropy_with_logits(prediction, y))\n", 72 | " optimizer = tf.train.AdamOptimizer().mimimize(cost)\n", 73 | "\n", 74 | " hm_epochs = 10\n", 75 | " \n", 76 | " with tf.Session() as sess:\n", 77 | " sess.run(tf.initialize_all_variables())\n", 78 | " for epoch in hm_epochs:\n", 79 | " epoch_loss = 0\n", 80 | " for _ in range(int(mnist.train.num_examples/batch_size)):\n", 81 | " x, y = mnist.train.next_batch(batch_size)\n", 82 | " _, c = sess.run([optimizer, cost], feed_dict = {x: x, y: y})\n", 83 | " epoch_loss += c\n", 84 | " print('Epoch', epoch, 'completed out of', hm_epochs, 'loss', epoch_loss)\n", 85 | " " 86 | ] 87 | } 88 | ], 89 | "metadata": { 90 | "kernelspec": { 91 | "display_name": "Python 3", 92 | "language": "python", 93 | "name": "python3" 94 | }, 95 | "language_info": { 96 | "codemirror_mode": { 97 | "name": "ipython", 98 | "version": 3 99 | }, 100 | "file_extension": ".py", 101 | "mimetype": "text/x-python", 102 | "name": "python", 103 | "nbconvert_exporter": "python", 104 | "pygments_lexer": "ipython3", 105 | "version": "3.7.4" 106 | } 107 | }, 108 | "nbformat": 4, 109 | "nbformat_minor": 2 110 | } 111 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Vehicle-Number-Plate-detection-Using-Tensorflow 2 | 3 | ## Categoty - Object detection & OCR 4 | ### We have to identify the license place in the image provided and do an OCR to extract the characters from the detected license plate. 5 | #### The project developed using TensorFlow to detect the License Plate from a car and uses the Tesseract Engine to recognize the charactes from the detected plate. 6 | * Dataset given in [**Indian_Number_plates.json file**](Indian_Number_plates.json) 7 | * To see the results open [**OCR_detected_license_plate_using_Tensorflow.ipynb file**](OCR_detected_license_plate_using_Tensorflow.ipynb) 8 | 9 | ### Software Packs Needed 10 | * Anaconda 3 (Tool comes with most of the required python packages along with python3 & spyder IDE) 11 | * Tesseract Engine (Must need to be installed) 12 | 13 | ### Python Packages Needed 14 | * Tensorflow 15 | * openCV 16 | * pytesseract 17 | * labelImg 18 | 19 | ### TRAINING PHASE -- IMAGE LABELING 20 | * Collected the set of images (Cars along with number plate) from the sources such as Google Images and Flickr. Then annotated the set of images by drawing the boundary box over the number plates to send it for the training phase. 21 | * The Annoation gives the co-ordinates of license plates such as (xmin, ymin, xmax, ymax) 22 | *Then the co-ordinates are saved into a XML file 23 | * All the XML files are grouped and the Co-ordinates are saved in CSV file. 24 | * Then the CSV file is converted into TensorFlow record format. 25 | * The set of other separate 15 images also gone through the above steps and saved as Test Record file 26 | * My cool logo 27 | 28 | ### GPU TRAINING 29 | * By using the Tensorflow-gpu version, the set of annotated images were sent into the Convolutional neural network called as ssd-mobilenet where the metrics such as model learning rate, batch of images sent into the network and evaluation configurations were set. The training phase of the model took several days. At last the model came around with the positive result and detected the number plate over the input images. 30 | 31 | ### OCR PART 32 | * Then the detected number plate is cropped using Tensorflow, By using the Google Tesseract-OCR (Package originally developed to scan hard copy documents to filter out the characters from it) the picture undergoes some coversions using computer vision package then the charcters are filtered out. 33 | * My cool logo 34 | 35 | -------------------------------------------------------------------------------- /doc/img1.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/angooj/Vehicle-Number-Plate-detection-Using-Tensorflow/28b31e9c1a61a9bbdfc02053ca7aa9c7d7c29b68/doc/img1.PNG -------------------------------------------------------------------------------- /doc/img2.PNG: -------------------------------------------------------------------------------- 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