├── Readme.md ├── image_text_extractor.py ├── set1 - input format ├── 2012-04-16_17-42-48_976.jpg ├── 2012-04-16_17-42-59_923.jpg ├── 2012-04-16_17-43-15_349.jpg ├── 2012-04-16_17-43-24_928.jpg ├── 2012-04-16_17-43-33_164.jpg ├── 2012-04-16_17-43-50_544.jpg └── 2012-04-16_17-43-58_587.jpg ├── set1 ├── 2012-04-16_17-42-48_976-Scanned.png ├── 2012-04-16_17-42-48_976-Scanned.txt ├── 2012-04-16_17-42-48_976.jpg ├── 2012-04-16_17-42-59_923-Scanned.png ├── 2012-04-16_17-42-59_923-Scanned.txt ├── 2012-04-16_17-42-59_923.jpg ├── 2012-04-16_17-43-15_349-Scanned.png ├── 2012-04-16_17-43-15_349-Scanned.txt ├── 2012-04-16_17-43-15_349.jpg ├── 2012-04-16_17-43-24_928-Scanned.png ├── 2012-04-16_17-43-24_928-Scanned.txt ├── 2012-04-16_17-43-24_928.jpg ├── 2012-04-16_17-43-33_164-Scanned.png ├── 2012-04-16_17-43-33_164-Scanned.txt ├── 2012-04-16_17-43-33_164.jpg ├── 2012-04-16_17-43-50_544-Scanned.png ├── 2012-04-16_17-43-50_544-Scanned.txt ├── 2012-04-16_17-43-50_544.jpg ├── 2012-04-16_17-43-58_587-Scanned.png ├── 2012-04-16_17-43-58_587-Scanned.txt └── 2012-04-16_17-43-58_587.jpg ├── set10 - input format ├── 2012-04-19_17-44-56_892.jpg ├── 2012-04-19_17-45-09_187.jpg ├── 2012-04-19_17-45-26_789.jpg ├── 2012-04-19_17-45-34_102.jpg ├── 2012-04-19_17-45-42_362.jpg ├── 2012-04-19_17-45-49_303.jpg └── 2012-04-19_17-46-04_86.jpg └── set10 ├── 2012-04-19_17-44-56_892-Scanned.png ├── 2012-04-19_17-44-56_892-Scanned.txt ├── 2012-04-19_17-44-56_892.jpg ├── 2012-04-19_17-45-09_187-Scanned.png ├── 2012-04-19_17-45-09_187-Scanned.txt ├── 2012-04-19_17-45-09_187.jpg ├── 2012-04-19_17-45-26_789-Scanned.png ├── 2012-04-19_17-45-26_789-Scanned.txt ├── 2012-04-19_17-45-26_789.jpg ├── 2012-04-19_17-45-34_102-Scanned.png ├── 2012-04-19_17-45-34_102-Scanned.txt ├── 2012-04-19_17-45-34_102.jpg ├── 2012-04-19_17-45-42_362-Scanned.png ├── 2012-04-19_17-45-42_362-Scanned.txt ├── 2012-04-19_17-45-42_362.jpg ├── 2012-04-19_17-45-49_303-Scanned.png ├── 2012-04-19_17-45-49_303-Scanned.txt ├── 2012-04-19_17-45-49_303.jpg ├── 2012-04-19_17-46-04_86-Scanned.png ├── 2012-04-19_17-46-04_86-Scanned.txt └── 2012-04-19_17-46-04_86.jpg /Readme.md: -------------------------------------------------------------------------------- 1 | # Text Extraction From Images 2 | 3 | This project takes up a directory of jpg files and applies computer vision to them to extract text from the images. 4 | 5 | ## Getting Started 6 | To clone the repository to local machine, use git clone. 7 | 8 | ### Prerequisites 9 | 10 | You will need following packsges: 11 | For computer vision: 12 | 1. numpy 13 | 2. cv2 14 | 3. imutils 15 | 4. skimage 16 | 17 | For Text Extraction: 18 | 1. pytesseract 19 | 2. pillow 20 | 21 | ### Installing 22 | 23 | For installing OpenCV, type following command in terminal 24 | ``` 25 | sudo apt-get install python-opencv 26 | ``` 27 | 28 | For numpy, pillow, imutils installation, 29 | 30 | ``` 31 | pip3 install numpy 32 | pip3 install pillow 33 | pip3 install imutils 34 | ``` 35 | 36 | 37 | ## Running the tests 38 | 39 | To run the code, visit the directory where you have cloned the code and then type the following command to run it: 40 | 41 | ``` 42 | python3 image_text_extractor.py 43 | ``` 44 | 45 | -------------------------------------------------------------------------------- /image_text_extractor.py: -------------------------------------------------------------------------------- 1 | # importing all required libraries 2 | import os 3 | import traceback 4 | 5 | # importing libraries for computer vision 6 | import numpy as np 7 | import cv2 8 | import imutils 9 | from imutils import contours 10 | from imutils.perspective import four_point_transform 11 | from skimage.filters import threshold_local 12 | 13 | # importing libraries to read text from image 14 | from PIL import Image 15 | import pytesseract 16 | 17 | # exploring the directory for all jpg files 18 | for file in os.listdir("/home/deepshikha/Workspace/Text-Extraction-From-Image/set10"): 19 | if file.endswith(".jpg"): 20 | file_path = "/home/deepshikha/Workspace/Text-Extraction-From-Image/set10/" + str(file) 21 | # reading file with cv2 22 | img = cv2.imread(file_path) 23 | ratio = img.shape[0]/500.0 24 | original_img = img.copy() 25 | 26 | # converting image into grayscale 27 | gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) 28 | 29 | # blurring and finding edges of the image 30 | blurred = cv2.GaussianBlur(gray, (5,5) ,0) 31 | edged = cv2.Canny(gray, 75, 200) 32 | 33 | # applying threshold to grayscale image 34 | thresh = cv2.threshold(gray, 225, 255, cv2.THRESH_BINARY_INV)[1] 35 | 36 | # finding contours 37 | (_, cnts, _) = cv2.findContours(thresh.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE) 38 | 39 | # draw contours on image 40 | cv2.drawContours(img, cnts, -1, (240, 0, 159), 3) 41 | 42 | H,W = img.shape[:2] 43 | for cnt in cnts: 44 | x,y,w,h = cv2.boundingRect(cnt) 45 | if cv2.contourArea(cnt) > 100 and (0.7 < w/h < 1.3) and (W/4 < x + w//2 < W*3/4) and (H/4 < y + h//2 < H*3/4): 46 | break 47 | 48 | # creating mask and performing bitwise-op 49 | mask = np.zeros(img.shape[:2],np.uint8) 50 | cv2.drawContours(mask, [cnt],-1, 255, -1) 51 | dst = cv2.bitwise_and(img, img, mask=mask) 52 | 53 | # displaying image and saving in the directory 54 | gray = cv2.cvtColor(dst, cv2.COLOR_BGR2GRAY) 55 | gray = cv2.medianBlur(gray, 3) 56 | gray = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY | cv2.THRESH_OTSU)[1] 57 | scanned_file_name = "/home/deepshikha/Workspace/Text-Extraction-From-Image/set10/" + str(file[:-4]) + "-Scanned.png" 58 | cv2.imwrite(scanned_file_name, dst) 59 | # cv2.imshow("gray.png", dst) 60 | # cv2.waitKey() 61 | 62 | # fetching text from the image and storing it into a text file 63 | file_text = pytesseract.image_to_string(Image.open(scanned_file_name)) 64 | text_file_name = "/home/deepshikha/Workspace/Text-Extraction-From-Image/set10/" + str(file[:-4]) + "-Scanned.txt" 65 | with open(text_file_name, "a") as f: 66 | f.write(file_text + "\n") 67 | # import pdb; pdb.set_trace() -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-42-48_976.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-42-48_976.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-42-59_923.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-42-59_923.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-43-15_349.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-43-15_349.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-43-24_928.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-43-24_928.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-43-33_164.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-43-33_164.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-43-50_544.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-43-50_544.jpg -------------------------------------------------------------------------------- /set1 - input format/2012-04-16_17-43-58_587.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1 - input format/2012-04-16_17-43-58_587.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-48_976-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-42-48_976-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-48_976-Scanned.txt: -------------------------------------------------------------------------------- 1 | October 4,1995 2 | 3 | Dr. James F. Gienn 4 | 5 | Chairman and President 6 | 7 | The Council for Tobacco Research 8 | $00, Third Avenue 9 | 10 | New York NY 10022 11 | 12 | Dear Jim, 13 | 14 | Your note expressing sympathy on behalf of my colleagues and friends at 15 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 16 | to fly back from Bristol to New York to catch at least part of the meeting. 17 | In the event, the local situation proved to be overwhelming; my mother of 18 | ninety three needed a lot of help. | am sorry to have let you down but it 19 | was unavoidable. 20 | 21 | Now, back in Winnipeg | take up the loose strings. | have completed the 22 | form for the Mexico meeting. With luck we will stay on for a few extra 23 | days but the room rates at the Ritz are too Ritzy for my post retirement 24 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 25 | Gail and we look forward with pleasure to seeing you in February. 26 | 27 | Sincerely 28 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-48_976.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-42-48_976.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-59_923-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-42-59_923-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-59_923-Scanned.txt: -------------------------------------------------------------------------------- 1 | October 4,1995 2 | 3 | Dr. James F. Glenn 4 | 5 | Chairman and President 6 | 7 | The Council for Tobacco Research 8 | 900, Third Avenue 9 | 10 | New York NY 10022 11 | 12 | Dear Jim, 13 | 14 | Your note expressing sympathy on behalf of my colleagues and friends at 15 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 16 | to fly back from Bristol to New York to catch at least part of the meeting. 17 | In the event, the local situation proved to be overwhelming; my mother of 18 | ninety three needed a lot of help. | am sorry to have let you down but it 19 | was unavoidable. 20 | 21 | Now, back in Winnipeg | take up the loose strings. | have completed the 22 | form for the Mexico meeting. With luck we will stay on for a few extra 23 | days but the room rates at the Ritz are too Ritzy for my post retirement 24 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 25 | Gail and we look forward with pleasure to seeing you in February. 26 | 27 | Sincerely 28 | 29 | Detymmond H. Bowden ~~ —> 30 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-42-59_923.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-42-59_923.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-15_349-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-15_349-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-15_349-Scanned.txt: -------------------------------------------------------------------------------- 1 | 174 Waverley Street 2 | 3 | Winnipeg, Manitoba 4 | ~ R38M 3L1 5 | 6 | Phone (204) 488-0013 7 | 8 | October 4,1995 9 | 10 | Dr. James F. Glenn 11 | 12 | Chairman and President 13 | 14 | The Council for Tobacco Research 15 | 900, Third Avenue 16 | 17 | New York NY 10022 18 | 19 | Dear Jim, 20 | 21 | Your note expressing sympathy on behalf of my colleagues and friends at 22 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 23 | to fly back from Bristol to New York to catch at least part of the meeting. 24 | 25 | In the event, the local situation proved to be overwhelming; my mother of 26 | ninety three needed a lot of help. | am sorry to have let you down but it 27 | was unavoidabie. 28 | 29 | Now, back in Winnipeg | take up the loose strings. | have completed the 30 | form for the Mexico meeting. With luck we will stay on for a few extra 31 | days but the room rates at the Ritz are too Ritzy for my post retirement 32 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 33 | Gail and we look forward with pleasure to seeing you in February. 34 | 35 | Sincerely 36 | 37 | Detammond H. eS 38 | 39 | Bowden ; 40 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-15_349.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-15_349.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-24_928-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-24_928-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-24_928-Scanned.txt: -------------------------------------------------------------------------------- 1 | 174 Waverley Street 2 | Winnipeg, Manitoba 3 | » R3M 311 4 | 5 | Phone (204) 488-0013 6 | 7 | October 4,1995 8 | 9 | Dr. James F. Glenn 10 | 11 | Chairman and President 12 | 13 | The Council for Tobacco Research 14 | 900, Third Avenue 15 | 16 | New York NY 10022 17 | 18 | Dear Jim, 19 | 20 | Your note expressing sympathy on behalf of my colleagues and friends at 21 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 22 | to fly back from Bristol to New York to catch at least part of the meeting. 23 | In the event, the local situation proved to be overwhelming; my mother of 24 | ninety three needed a lot of help. | am sorry to have let you down but it 25 | was unavoidable. 26 | 27 | Now, back in Winnipeg | take up the loose strings. | have completed the 28 | form for the Mexico meeting. With luck we will stay on for a few. extra 29 | days but the room rates at the Ritz are too Ritzy for my post retirement 30 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 31 | Gail and we look forward with pleasure to seeing you in February. 32 | 33 | Sincerely 34 | 35 | Drummond H. as 36 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-24_928.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-24_928.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-33_164-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-33_164-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-33_164-Scanned.txt: -------------------------------------------------------------------------------- 1 | RS erence panama iencrnsonties sas Sinapnieahiindeniyohinln suite 2 | 3 | 174 Waverley Street 4 | 5 | Winnipeg, Manitoba 6 | R3M 3L1 7 | 8 | Phone (204) 488-0013 9 | 10 | October 4,1995 11 | 12 | Dr. James F. Glenn 13 | Chairman and President 14 | The Council for Tobacco Research 15 | 16 | e 900, Third Avenue 17 | 18 | _ New York NY 10022 19 | 20 | Dear Jim, 21 | 22 | Your note expressing sympathy on behalf of my colleagues and friends at 23 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 24 | to fly back from Bristol to New York to catch at least part of the meeting. 25 | In the event, the local situation proved to be overwhelming; my mother of 26 | ninety three needed a lot of help. | am sorry to have let you down but it 27 | was unavoidable. 28 | 29 | Now, back in Winnipeg | take up the loose strings. | have completed the 30 | form for the Mexico meeting. With luck we will stay on for a few extra 31 | days but the room rates at the Ritz are too Ritzy for my post retirement 32 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 33 | Gail and we look forward with pleasure to seeing you in February. 34 | 35 | Sincerely 36 | 37 | . i 38 | 7 alia 39 | 40 | Drummond H. Bowden ~~~ 41 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-33_164.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-33_164.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-50_544-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-50_544-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-50_544-Scanned.txt: -------------------------------------------------------------------------------- 1 | 8 Aion seetiin Aonaeh 2 | a 3 | 4 | morse Oo) ae or) 5 | 6 | wteber 4.1965 7 | 8 | ihe apes arnt fruerc™ @* 9 | io ‘ | eetuened from Gritein. Therk yous Paged So mene 10 | 11 | to Ay te ems Gisnel to Mew York to catch ot least pert of the meeting 12 | > Oe emt, He Bew stustion prowed to be overwheirming, ~~, A 13 | 14 | het, ree somerie | * at ov Pantie . oem g0rry 'O Seve TP ovis: Goer rd 15 | 16 | oe beck © iPeipay | the um the Some efrings hee conphet acd (Se 17 | ee ee ee neta FON tek we wil they oF fw 2 few entre 18 | aye i Me re eetee of the Fite wes ton Fry for fry Ooet ef perm erst 19 | eet. He Pel wok emewhere Aoyce sere! warm greetings (oo pm « 20 | a Ot ten Greer wt Seeeire 8o wemiQ pou © Ff shirver, 21 | 22 | coh OP NA RR a CREE iO 23 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-50_544.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-50_544.jpg -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-58_587-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-58_587-Scanned.png -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-58_587-Scanned.txt: -------------------------------------------------------------------------------- 1 | 174 Waverley Street 2 | Winnipeg. Manitoba 3 | ~ R3M 3L1 4 | Phone (204) 488-0013 5 | 6 | October 4,1995 7 | 8 | Dr. James F. Glenn 9 | 10 | Chairman and President 11 | 12 | The Council for Tobacco Research 13 | 900, Third Avenue 14 | 15 | New York NY 10022 16 | 17 | Dear Jim, 18 | 19 | Your note expressing sympathy on behalf of my colleagues and friends at 20 | CTR was on my desk when | returned from Britain. Thank you. | had hoped 21 | to fly back from Bristol to New York to catch at least part of the meeting. 22 | In the event, the local situation proved to be overwhelming; my mother of 23 | 24 | ninety three needed a lot of help. | am sorry to have let you down but it 25 | was unavoidable. 26 | 27 | Now, back in Winnipeg | take up the loose strings. | have completed the 28 | form for the Mexico meeting. With luck we will stay on for a few. extra 29 | days but the room rates at the Ritz are too Ritzy for my post retirement 30 | budget. We shall look elsewhere. Joyce send warm greetings to you and to 31 | Gail and we look forward with pleasure to seeing you in February. 32 | 33 | Sincerely 34 | 35 | Detammond H. pe. 36 | 37 | Bowden ; 38 | -------------------------------------------------------------------------------- /set1/2012-04-16_17-43-58_587.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set1/2012-04-16_17-43-58_587.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-44-56_892.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-44-56_892.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-45-09_187.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-45-09_187.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-45-26_789.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-45-26_789.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-45-34_102.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-45-34_102.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-45-42_362.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-45-42_362.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-45-49_303.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-45-49_303.jpg -------------------------------------------------------------------------------- /set10 - input format/2012-04-19_17-46-04_86.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10 - input format/2012-04-19_17-46-04_86.jpg -------------------------------------------------------------------------------- /set10/2012-04-19_17-44-56_892-Scanned.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deepshikha05/Text-Extraction-From-Image/e45adf4c2f41915cb79adcdf9829ecd9a7c9a348/set10/2012-04-19_17-44-56_892-Scanned.png -------------------------------------------------------------------------------- /set10/2012-04-19_17-44-56_892-Scanned.txt: -------------------------------------------------------------------------------- 1 | Department of Pharmacology 2 | 3 | St. Mary's Hospital Medical School 4 | (University of London) 5 | 6 | Norfolk Place 7 | 8 | Loadon 9 | 10 | W2 1PG 11 | 12 | 13 | 14 | Telephone: 01-723 1252 15 | 16 | OW? , fi-841- si08 17 | 18 | fr Bie S 19 | Ss ‘ ' Pa i wm