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Create a photo forensic tool using Python

$250-750 USD

Închis
Data postării: peste 5 ani în urmă

$250-750 USD

Plata la predare
We are working on a tool to help us improve our identity verification process. Our users would submit id documents like driving license to get verified on the platform. The tool should be able to detect the quality of submitted photo by the user like checking if the photo submitted by the user is blurry, has small size or low dpi, or there have glare on the photo. Other requirements are to detect if the image is manipulated, extract all the faces from the photo, perform face matching if the user submit a selfie with the id submitted (detect if the selfie matches the face on the id),extract all the text on the image using OCR. Here is the full list with some examples of how this can be done. 1) Detect photo manipulation (error level analysis (ELA)) [login to view URL] 2) Metadata extraction [login to view URL] [login to view URL] 3) Thumbnail consistency [login to view URL] 4) Detect glare on the photo [login to view URL] 5) Detect blurry images [login to view URL] 6) Extracting Face and Face matching [login to view URL] [login to view URL] 7) Extract all the texts from photo using OCR [login to view URL] [login to view URL] The code should be in Python and should be able to accept a single image (photo id), or two images (selfie and photo id), and return a json file with the results on each analysis mentioned above (a section for each). The performance should be reasonable as well to be able to use it in production. Python 3.x is preferred.
ID-ul proiectului: 18257389

Despre proiect

7 propuneri
Proiect la distanță
Activ: 5 ani în urmă

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7 freelanceri plasează o ofertă medie de $631 USD pentru proiect
Avatarul utilizatorului
Hello, there, I am very happy to put my bid on your project. I have good experience in image processing and recognition, so I am interested in and confident to do this project. I hope to discuss everything of the project in detail with you and work on this project with you. Regards.
$750 USD în 10 zile
4,8 (74 recenzii)
6,6
6,6
Avatarul utilizatorului
Hi, there! I am interested in your project. I have extensive experience in image processing and computer vision such as ID card recognition, OCR, real time face and facial recognition, ALPR, object detection, image recognition, pattern matching, image classification, real time object tracking and counting, ALPR and OCR using Python, Tesseract, OpenCV, CNN and Tensorflow Faster R-CNN, Mask R-CNN, YOLO, SSD Inception and SSD Mobilenet. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.
$250 USD în 10 zile
5,0 (21 recenzii)
5,6
5,6
Avatarul utilizatorului
Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding Python & OCR, I have +10 years in this field and have worked on many successful image processing projects in the past. If you are looking for a highly skilled and rich experienced expert with a deep knowledge, a professional attitude, excellent communication skills and the highest code quality, then I'm the person you are looking for. I'd like to talk more about this. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
$555 USD în 10 zile
4,6 (34 recenzii)
6,2
6,2
Avatarul utilizatorului
Hello As I am senior software developer, I have good experience with python and image processing using open CV If you are interested with my proposal, please let me know it. Thanks
$750 USD în 10 zile
5,0 (23 recenzii)
5,6
5,6
Avatarul utilizatorului
Hello there... I've read your project description and confident that I can deliver within the timeframe I've specified. I can use several python libraries like django, opencv or simplecv to identify and detect image properties... I'm available and ready to work
$611 USD în 10 zile
4,9 (54 recenzii)
5,4
5,4
Avatarul utilizatorului
Hi, I am an expert in Image Processing and Artificial Intelligence. I have analyzed your requirement thoroughly. I want to point out that there will requirement for image processing the ID before sending to the tesseract. Also, the glare detection will not work properly using the provided example. I have a better approach. I can also make your complete system very robust by applying my experience. Please discuss with me on chat and give 2 days to build the first version as demo. I am looking forward to discuss more on this. Please contact for giving me go-ahead for the demo.
$500 USD în 10 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul GERMANY
St Leonards, Germany
5,0
4
Membru din aug. 27, 2015

Verificarea clientului

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