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Object & Optical Character Recognition Layout Analysis Engine Development

$20000-50000 USD

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Opublikowano prawie 6 lat temu

$20000-50000 USD

Płatne przy odbiorze
Objective: To develop a video / image Object & Optical Character Recognition Analysis Engine that can identify from a still Image (Video captured image or Camera / Scanner or Fax captured Image) all the parts on that image. We need to utilize Machine Learning, Computer Vision and Deep Learning techniques along with mathematical algorithms to optimize the detection of these on an image. The identified objects and OCR text will be segmented using outline boxes and is called the Object/OCR Layout Analysis Template (OCRLAT). The OCRLAT creates an image with overlay outline boxes that can be edited and stretched to fit the detected type and / or changed to a different type than our engine detected. These outline boxes can also be split and / or removed from identifying and / or displaying in Output Forms Image specific areas and / or minimize showing specific data when Object/OCR completed and output data is pre-populated in purposely setup Data display Forms Once the OCRLAT is used to scan the areas and the Data is provided as Output exporting the data to an ODBC format, it will enable the user to: • Download the data as a CSV file or other ODBC compliant format • Download images as multimedia files • View Images and Text output in a Form layout. Whilst the download is quite self-explanatory, the Form layout needs some explanation. Basically the output ODBC compliant text and image data can be recalled via a specifically laid out form we call the Output Layout Form template (OUTLFT) This Layout Form Template: • is initially auto generated from the creation based on the layout detected in OCRLAT creation • can be edited re-arranging text and object cells using Drag and Drop editor and even editing text and images and this new layout prompts user to confirm to save to a New Form or overwrite existing (or default) Form • can manage any Text or Image changes on a Form can also update the ODBC Database file or create a new ODBC file to update data, to enable a later Database compare changes • Any OUTFLT can also be linked to >1 OCRLAT template e.g. Multiple Passports need different OCR LAT Templates but output has many common fields such as name, passport number Date of Birth, face picture, expiry date and any VISAs in the Passport • Any edited text in Forms can update ODBC database and/or create new ODBC database Once Form is linked to the OCR Layout Analysis Form, it is tested, output is checked and any tweaks are optimized. Lastly the OCR Capture template (OCRLAT) and Form(s) are linked and uploaded as templates to the Object/OCR mobile and windows apps
Identyfikator projektu: 16936766

Informację o projekcie

15 ofert
Zdalny projekt
Aktywny 6 lat temu

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15 freelancerzy składają oferty o średniej wysokości $32 123 USD dla tej pracy
Awatar Użytkownika
Hello, I can help with you in your project Object & Optical Character Recognition Layout Analysis Engine Development. I have more than 5 years of experience in Algorithm, OCR, Python. We have worked on several similar projects before! We have worked on 300+ Projects. Please check the profile reviews. I can deliver your job with in your deadline. Please ping me for more discussion. I can assure the 100% job satisfaction. Thanks,
$38 888 USD w 10 dni
4,9 (58 opinii)
6,4
6,4
Awatar Użytkownika
Hi, I have experience in OCRLAT. I have a lot of experience in Machine learning, deep learning, Computer Vision applications / image and video processing in mobile and windows applications, My Team experience includes Port Based container Damage detection Software: detecting damaged container and keeping record and report of containers movement, Driver fatigue detection using raspberry pi which in a matter of milli seconds determines if the driver is sleeping or not and alarm accordingly using OpenCV, Vehicle counting in the particular category they belong to on a high speed road, number plate recognition using OCR algorithm of openCV, face detection and recognition for attendance system of a school and patient management system of a medical system. In short We have all the experience needed to complete the project with maximum accuracy. I will be waiting for your kind response. Regards
$20 000 USD w 10 dni
5,0 (7 opinii)
5,9
5,9
Awatar Użytkownika
Hi This project can be split into several parts. Each one includes some Computer vision, machine learning or neural network components. Let me count them here. 1) object detection and isolation. For example detection of ID card and masking out background noise. Involves Support Vector Machines (SVM) and Convolutional Neural Network (CNN) 2) Object type recognition. For example recognition of ID card and type of ID card(e.g. Medicare card). Involves Recurrent CNN. Will need specific dataset for documents you target. 3) Form fields recognition. For example face picture or signature or DoB field. Involves CNN with specific dataset for passport recognition. This includes OCR. 4) Output Layout Form template. Here I include ODBC database, Form generator, Mobile and Desktop apps for many platforms (Linux, Windows, Mac, Android, IOS) for and other minor things I will expect from you good explanation of details and training dataset for all neural networks. Also please indicate if it involves any other language rather than English As for my experience. I worked on a projects that included recognition of receipts and ID cards. It was developed in the same pattern. For example goal of one project was to recognize ID and business cards, OCR, determine field types and store into database. Thanks for your attention and waiting for your response Archil
$25 000 USD w 60 dni
5,0 (7 opinii)
5,6
5,6
Awatar Użytkownika
Hello. I'm an OpenCV and image processing expert. Do you know the selfix? It was developed by me and it's first in make up. I have rich experience in image processing fields such as image recognize and impainting... Also I have many engines . If you want to discuss with me, please reply. Thank you.
$20 000 USD w 10 dni
5,0 (8 opinii)
5,2
5,2
Awatar Użytkownika
Got an excellent team and my team has 7 years of experience into C/C++ & OpenCV,OCR using Tesseract & Deep Learning using Keras. Can very well execute this Project as we have already done something of this sort. We have worked on AR/VR using Unity,Vuforia and OpenCV. Please give us a chance to showcase our past projects
$45 678 USD w 8 dni
5,0 (6 opinii)
4,1
4,1
Awatar Użytkownika
hi i am an image processing expert especially, i have good experiences in ocr, object detection and tracking let us discuss pls see my portfolio i can give you perfect result thank you
$20 000 USD w 10 dni
5,0 (2 opinii)
4,0
4,0
Awatar Użytkownika
Hello, Based on the quantity of work, development, debugging and testing on different image sources and different types of documents this project can easily turn into a full time job for for several months. It will be required to split the project in several steps and milestones to track the progress. The accuracy of different Pattern recognition, Image Processing and OCR algorithms depend on light conditions and original picture qualities. I am sure great things are possible but it is also required to set some initial limitations and then expand it during the improvement phase. These are all my ideas on how to work on the project to develop the Analysis Engine. I spent few years doing my graduation thesis on real-time tracking and pattern recognition projects so I know what are the usual difficulties and problems in this field. If you are interested I suggest to discuss to let me receive more information about the source documents to process and the required final analysis engine. Best regards, Patrik
$50 000 USD w 365 dni
4,6 (2 opinii)
4,1
4,1
Awatar Użytkownika
Hello we are team have full experience of OCR and image processing Please contact me I will provide best service and working You can check my working for your job. I am ready to discuss with you Thanks
$20 000 USD w 10 dni
5,0 (1 opinia)
1,6
1,6
Awatar Użytkownika
I got my PhD in machine learning. Currently work as a data scientist in Chicago. Have used OCR and other mentioned technologies often.
$33 333 USD w 180 dni
0,0 (0 opinii)
0,0
0,0
Awatar Użytkownika
Hello, We are always pleased to take part in the development of living products, which are created as an answer to real user needs. Looks like you have already went through a set of paths and processes including concept creation and product design. Now it's time for a new product development stage. At first sight the real user needs and stated project requirements do not comply with the currently available technologies. Our team consists out of expert level software engineers, what enables us to research the project opportunities of your product to evolve in the directions required by your business needs. This research will allow us to compile all the information which will serve as the base for the new updated concept of your product, based on the real technological opportunities, which are available in the IT sphere. This research will also allow us to inform you about business-related specifics of the product development and to ensure optimization of evolutionary investments. Best Regards, Andrei Costenco Team Lead, Business Analyst, Senior Engineer Dev Experts Team
$50 000 USD w 60 dni
0,0 (0 opinii)
3,1
3,1

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Flaga ESTONIA
Estonia
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Członek od maj 8, 2018

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