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A image processing and deep learning algorithm

₹1500-12500 INR

Suljettu
Julkaistu 3 kuukautta sitten

₹1500-12500 INR

Maksettu toimituksen yhteydessä
I am looking for a skilled freelancer who can develop an image processing and deep learning algorithm for a specific task. The task involves template matching for medical claims documents. Skills and Experience: - Strong knowledge and experience in image processing and deep learning algorithms - Expertise in object recognition, image segmentation, and image classification - Ability to generate synthetic data for training the algorithm - Familiarity with medical claims documents and their template structures - Proficiency in achieving moderate accuracy levels (70-90%) for the algorithm. project details: Similar Document Template Matching Algorithm for medical insurance claim A challenge when dealing with a large volume of medical invoices, prescriptions, and lab test reports received for medical insurance claim from numerous providers, including doctors, hospitals, and labs, as well as from customers. Need to develop similar document templates algorithm. The primary issue we face stems from fraudulent customers who exploit identical digital or printed templates, with minor modifications such as changing the provider names, logos, colors, and text content positioning. By manipulating the customer details within these templates, they attempt to file reimbursement claims that are difficult to detect using standard document comparison checks. To tackle this problem, we require the development of a robust Similar Document Template Matching Algorithm. This algorithm will automate the process of template extraction and standardization, allowing us to identify similarities and patterns across various documents. By comparing the templates used in different claims, we can effectively identify instances of potential fraud, even when the textual content has been altered. The algorithm should be designed to handle a high volume of documents from diverse providers and customers. It should be capable of identifying commonalities in template structure, design elements, and formatting, while also accounting for variations resulting from legitimate differences between providers Key objectives of the Similar Document Template Matching Algorithm: 1. Template Extraction 2. Template Comparison 3. Fraud Detection 4. Flexibility: Design the algorithm to accommodate variations in template design and content across different providers, while maintaining the ability to detect fraudulent patterns The dataset should encompass different document types, such as medical invoices, prescriptions, and lab test reports, reflecting the real-world scenarios the algorithm will encounter during deployment. By using this self-generated dataset, the algorithm can be trained and evaluated under realistic conditions. This approach enables the algorithm to learn patterns and similarities that exist in actual documents, allowing it to accurately detect fraudulent claims and identify suspicious patterns across different providers and customers.
Projektin tunnus (ID): 37513462

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10 ehdotukset
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Aktiivinen kuukausi sitten

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10 freelancerit tarjoavat keskimäärin ₹13 950 INR tähän työhön
Käyttäjän avatar
Hello, How are you? I have 6+ years experience in Computer Vision , Deep Learning and Image Processing . I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
₹7 000 INR 15 päivässä
5,0 (11 arvostelua)
5,6
5,6
Käyttäjän avatar
With a strong background in image processing, deep learning, and a proven track record in developing solutions for complex tasks, I believe I possess the skills and expertise required to successfully address your unique challenges.
₹7 000 INR 7 päivässä
4,7 (44 arvostelua)
5,2
5,2
Käyttäjän avatar
Hi,Thanks for your posting. I have full skills and full experiences of this field. I have developed many Image Processing project with every field of image processing. I am expert in these fields (YOLO, OCR, OpenCV, Tensorflow, PyTorch, Keras, ML/DL model). I can finish your project with high quality and on time. Please send me your message to discuss more about your project. I am waiting your reply now. Thanks.
₹7 000 INR 1 päivässä
4,6 (7 arvostelua)
4,8
4,8
Käyttäjän avatar
Hi there, I have checked your project, which requires writing an academic project deep learning. I’m a professional academic writer with 7 years’ experience penning different academic research, thesis, essay, and dissertation on various subjects. I am well skilled with numerous citation and referencing styles, including APA, MLA, HARVARD, CHICAGO and Turbain. Kindly send a message in the chat box so I can share some samples with you. Regards
₹12 500 INR 3 päivässä
5,0 (2 arvostelua)
2,6
2,6
Käyttäjän avatar
Greetings! Thanks for posting this job. I have checked your project description. ✅I'm AI engineer also Developer.✅ I am very familiar to Deep learning such as Tensorflow and Keras, Yolo,... I have a good hands on working with Python, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm My area of expertise is building Image Processing, Classification/Prediction/Clustering, NLP, Mask-RCNN, Object recognize, Object detection. I usual using many techniques and library, frameworks such as tensorflow, machine learning such as CNN, DNN, FCRN, SVN etc. We are great team of machine learning developers who can work with any difficulties for your task Collaborating with professionals with expertise in machine learning and Python will greatly enhance the chances of success for your project. They can apply best practices and state-of-the-art techniques to improve your model's accuracy and address any overfitting issues. We will be in your budget too. Regards, Karrtik Baheti
₹70 000 INR 7 päivässä
5,0 (2 arvostelua)
2,7
2,7
Käyttäjän avatar
Hi... I'm glad to meet you. I'm a programmer using PYTHON, MATLAB, and so on. Especially I am a expert on Template Matching. I have worked in this field for 6 years. I have completed many projects including image processing, object recognition, NLP and so on. I checked your proposal carefully. I will finish your project perfectly and deliver good results. Please discuss more detail about your project. Thanks!!!
₹7 000 INR 3 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
I am Arpit Goswami, a seasoned data scientist and machine learning expert, excited to bid on your Similar Document Template Matching Algorithm project. With a proven track record in image processing and deep learning, as demonstrated in my resume, I am well-equipped to address the challenges posed by fraudulent medical claims. My expertise includes object recognition, image segmentation, and algorithm flexibility. Leveraging my proficiency, I will ensure accurate template extraction, comparison, and fraud detection, meeting your objectives. My commitment to excellence and innovative problem-solving align seamlessly with the project requirements. I look forward to the opportunity to contribute to the success of your endeavour.
₹7 000 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
Hello, my name is Sergio and I am an experienced data scientist with 15+ years of experience in data science and image processing. I have worked on many data analysis and image processing projects until now. I understand you are looking for a skilled freelancer who can develop an image processing and deep learning algorithm for a specific task involving template matching for medical insurance claims documents. I believe I am the perfect fit for this project because of my strong knowledge in computer vision, deep learning, image processing and object recognition. Additionally, I have experience in achieving moderate accuracy levels (70-90%) in similar algorithms before. This combination of skills makes me well-suited to tackle this challenging task. With my expertise in computer vision, face detection & recognition & Swap, object detection & classification, motion & pose recognition, emotion & age & gender classification, OCR: Captcha & car plate image segmentation and image generation with GAN, as well as ANPR/ALPR system I am confident that I can achieve the required accuracy levels for your project. If you choose me for this project please feel free to contact me directly with any questions or queries you may have about my skills or experiences.
₹3 000 INR 2 päivässä
0,0 (0 arvostelua)
2,0
2,0
Käyttäjän avatar
Dear Client, I hope you are doing well. I will be able to help you with your project. I read through the description, and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Python, Software Development, Machine Learning (ML), and deep learning (NLP, Computer vision) in both Tensorflow and Pytorch. I have good experience to development and implement image processing and deep learning algorithm for this kind of projects. As a next step, I would like to discuss some further questions with you, over the chat. I am looking forward to working with you and if you have any further questions, I would be happy to answer them. Best regards, Ahmed
₹12 000 INR 4 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
I am 2 year experience in cogito Analytics and I am working in other other projects and platform like
₹7 000 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0

Tietoja asiakkaasta

Maan INDIA lippu
Chennai, India
0,0
0
Liittynyt jouluk. 5, 2023

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