{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# **Notebook for Text Removal from Medical Images**\n\n## Motivation\nThe text present in a lot of medical images can disturb a lot of machine learning models. This notebook presents a method to detect the text and remove it using keras-ocr and opencv.\n\n## Method\n\nThe text removal is done in 3 steps:\n1. Compute the gradient of the image (grayscale) using sobel filters. This is done in compute_grad function. You can set mode to \"double\" if you want to compute the gradients on the magnitude of the first gradients. It helps to better filter the information of the image and keep the text.\n\n2. The second step consists of detecting the text using keras ocr framework. A pretrained model is enough for this task 😄. The ocr algorithm will return multiple bounding boxes, so the function will compute their union and adds an offset.\n\n3. Finally, the big bounding box will be used to filter the text from the image using opencv.\n\n\n## Remark\n\nUse the GPU if you have tons of images. From my experiments it took 750ms/image on GPU and 20sec! on CPU.\n\n---\nIf you found this notebook helpful 🎉, an upvote will be a good motivation to keep sharing content with the community 🙌🙌","metadata":{}},{"cell_type":"markdown","source":"![9cdfff2d.png](attachment:bc24bc9e-d9cd-4d14-ae54-8874c3213184.png)","metadata":{},"attachments":{"bc24bc9e-d9cd-4d14-ae54-8874c3213184.png":{"image/png":"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"}}},{"cell_type":"code","source":"import tensorflow as tf\n\nif tf.test.is_gpu_available():\n    !pip install keras-ocr[tf-gpu]\nelse:\n    !pip install keras_ocr","metadata":{"execution":{"iopub.status.busy":"2023-02-19T20:37:52.12792Z","iopub.execute_input":"2023-02-19T20:37:52.128345Z","iopub.status.idle":"2023-02-19T20:38:08.024733Z","shell.execute_reply.started":"2023-02-19T20:37:52.128311Z","shell.execute_reply":"2023-02-19T20:38:08.023531Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import os\nimport cv2\nimport keras_ocr\nimport matplotlib.pyplot as plt\nimport numpy as np\nfrom PIL import Image\n","metadata":{"execution":{"iopub.status.busy":"2023-02-19T20:38:08.027242Z","iopub.execute_input":"2023-02-19T20:38:08.027755Z","iopub.status.idle":"2023-02-19T20:38:17.177273Z","shell.execute_reply.started":"2023-02-19T20:38:08.027723Z","shell.execute_reply":"2023-02-19T20:38:17.176253Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"PATH = \"/kaggle/input/rsna-mammography-768-png-train-valid/dataset/training/0\"\nfiles = os.listdir(PATH)","metadata":{"execution":{"iopub.status.busy":"2023-02-19T21:19:36.035092Z","iopub.execute_input":"2023-02-19T21:19:36.03607Z","iopub.status.idle":"2023-02-19T21:19:36.069979Z","shell.execute_reply.started":"2023-02-19T21:19:36.036031Z","shell.execute_reply":"2023-02-19T21:19:36.068756Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def compute_grad(image_gray, mode:str)->np.ndarray:\n    \"\"\"\n    Function to compute the gradients magnitude of the image \n    set mode to \"double\" if you want to apply it two times\n    \"\"\"\n    # Compute the gradients using the Sobel operator\n    dx = cv2.Sobel(image_gray, cv2.CV_64F, 1, 0, ksize=3)\n    dy = cv2.Sobel(image_gray, cv2.CV_64F, 0, 1, ksize=3)\n\n    # Compute the magnitude and direction of the gradients\n    mag = np.sqrt(dx**2 + dy**2)\n    \n    if mode == \"double\":\n        # Compute the gradients using the Sobel operator\n        dx = cv2.Sobel(mag, cv2.CV_64F, 1, 0, ksize=3)\n        dy = cv2.Sobel(mag, cv2.CV_64F, 0, 1, ksize=3)\n\n        # Compute the magnitude and direction of the gradients\n        magmag = np.sqrt(dx**2 + dy**2)\n        return (magmag/magmag.max()*255).astype(np.uint8)\n        \n    return (mag/mag.max()*255).astype(np.uint8)\n\n\n\n\ndef detect_draw(pipeline, image_gray, viz):\n    img = cv2.cvtColor(image_gray, cv2.COLOR_GRAY2RGB)\n    #read image from the an image path (a jpg/png file or an image url)\n    # Prediction_groups is a list of (word, box) tuples\n    b = pipeline.recognize([img])\n    #print image with annotation and boxes\n    if viz:\n        keras_ocr.tools.drawAnnotations(image=img, predictions=b[0])\n    \n    \n    x_min = int(min([b[0][i][1][:,0].min() for i in range(len(b[0]))]))\n    x_max = int(max([b[0][i][1][:,0].max() for i in range(len(b[0]))]))\n\n    y_min = int(min([b[0][i][1][:,1].min() for i in range(len(b[0]))]))\n    y_max = int(max([b[0][i][1][:,1].max() for i in range(len(b[0]))]))\n    return (x_min,y_min,x_max,y_max)\n\ndef remove(image_gray, bb, offset):\n    # Create a mask of the same size as the image\n    mask = np.ones_like(image_gray)*255\n\n    # Draw a white rectangle on the mask within the bounding box\n    cv2.rectangle(mask, (bb[0]-offset, bb[1]-offset), (bb[2]+offset, bb[3]+offset), (0,0,0), -1)\n\n    # Apply the mask to the original image\n    masked_image = cv2.bitwise_and(image_gray, mask)\n    \n    return masked_image","metadata":{"execution":{"iopub.status.busy":"2023-02-19T21:56:42.575509Z","iopub.execute_input":"2023-02-19T21:56:42.575952Z","iopub.status.idle":"2023-02-19T21:56:42.592244Z","shell.execute_reply.started":"2023-02-19T21:56:42.575915Z","shell.execute_reply":"2023-02-19T21:56:42.590988Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def main(pipeline, image_gray, offset):\n    mag = compute_grad(image_gray,\"single\")\n    bb = detect_draw(pipeline, mag, viz=True)\n    masked_image = remove(image_gray, bb, offset)\n    return masked_image","metadata":{"execution":{"iopub.status.busy":"2023-02-19T21:29:06.584976Z","iopub.execute_input":"2023-02-19T21:29:06.586211Z","iopub.status.idle":"2023-02-19T21:29:09.750749Z","shell.execute_reply.started":"2023-02-19T21:29:06.586163Z","shell.execute_reply":"2023-02-19T21:29:09.749797Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"pipeline = keras_ocr.pipeline.Pipeline()","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"image_gray  = np.array(Image.open(os.path.join(PATH, files[2])))\nmasked_image = main(pipeline,image_gray,40)\nfig, ax = plt.subplots(1,2,figsize=(20,7))\n\nax[0].imshow(image_gray)\nax[1].imshow(masked_image)","metadata":{"execution":{"iopub.status.busy":"2023-02-19T21:56:44.601855Z","iopub.execute_input":"2023-02-19T21:56:44.602455Z","iopub.status.idle":"2023-02-19T21:57:04.084759Z","shell.execute_reply.started":"2023-02-19T21:56:44.602407Z","shell.execute_reply":"2023-02-19T21:57:04.083668Z"},"trusted":true},"execution_count":null,"outputs":[]}]}