Deep Learning & Training Inference to build our OCR Machine - Machine Learning OCR Project
$250-750 USD
Paid on delivery
We are seeking to build a stand alone OCR Engine to process 120,000,000 public records. The repository will contain mostly legal documents pertaining to Real Estate. The applicant should have experience in working with legal documents or public records at large. More importantly have a deep understanding of the following skills:
+Deep Learning
+Building Trainable Models in OCR
+Natural Language Processing
+Use of Mixed Precision for Inference
+TensorFlow
The deliverable
The extraction of key pair values specifically;
1. Parcel ID/APN numbers
2. Legal Descriptions
3. Borrower
4. Plantiff & Defedant (Parties of a court case)
5. Street Address
6. Plat Book & Page & Lot & Block
7. Case Number
8. Judges Name
9. Outcome of case (Disposition)
10. Type of case (Foreclosure/Tax Lien) etc
11. Lender Name
12. (Amount of mortgage / Amount of Foreclosure) etc
13. Any and all tables that exist in the PDF
Any additional key pair values will be adjusted to our scope and allow you to adjust your proposal on a case by case basis.
Following the inference layers added and trained using tensor or like kind machine learning technology, you will move the pdfs to cooresponding s3 buckets for efficient indexing.
Project ID: #26525195
About the project
17 freelancers are bidding on average $831 for this job
See it might look very easy to implement it. But in really This project is time consuming and can't be prepared the completely working model at once. So we can start will initial base OCR model and we will keep upgradi More
Note: This work is really matching with my experience and I have done a lot of projects like this. Please let me talk further through chat so we will move forward and I will give you a solution as you needed. Greetin More
Hi, I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python, etc. I have PhD from Tohoku University a More
Hello there, How are you doing? Just saw your project posted. I read the brief details and I felt I could help you with it. Lets start the chat and discuss it in detail. Please check my porfolio: My Portfolio: https:/ More
Hello sir. I am a senior ML developer and have a lot of experience in ML and Tensorflow. Please contact me.
Hello, I hope you're safe. I saw the description, and I offer my candidacy since I am an engineer in mathematics and statistics / Data Scientist (You can consult my profile to see the details of my training and certifi More
Hello, I am a PhD in signal processing and experienced in machine learning and neural networks. OCR is a well documented field of study in machine learning and various solutions are available for that ranging from clus More
Hi, Good day. I read your project description very carefully. I've really rich experience in Deep Learning & OCR, PhD and excellent programming skills. I'm really confident about your project, and very eager to join it More
Completed data Science and machine learning course of seven month. worked on project : Loan Prediction Business Objective: To predict the Whether the customer will fall under default or not. Data Set Details: Th More
I'm an AI Engineer, specialized in Computer Vision and CNN, i made a lot of projects and have a lot of certifications in deep learning and computer vision. As I'm an engineer, i care about performance and runtime.
Hi, I've experience in working with the OCR use case with a connectors engineering company. As part of that use case, I've dealt with the image processing techniques enhance the OCR accuracy, OCR model and the NLP te More