Deep Learning & Training Inference to build our OCR Machine - Machine Learning OCR Project

Closed Posted 3 years ago Paid on delivery
Closed 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.

Machine Learning (ML) Tensorflow Natural Language Neural Networks Deep Learning

Project ID: #26525195

About the project

17 proposals Remote project Active 3 years ago

17 freelancers are bidding on average $831 for this job

Rahulllkumarrr

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

$5000 USD in 180 days
(29 Reviews)
6.0
mza5ab8dc9be9a8c

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

$500 USD in 7 days
(72 Reviews)
6.0
catabre

I have delivered multiple OCR & NLP based projects. Kindly share a sample input pdf to understand the content of key value mapping which you require. We can train certain models to get more accurate results. please con More

$650 USD in 7 days
(3 Reviews)
5.4
sajjadtaghvaeifr

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

$500 USD in 7 days
(15 Reviews)
4.9
AwaisChaudhry

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

$750 USD in 17 days
(1 Review)
4.2
ramdanilaksono02

Hello sir. I am a senior ML developer and have a lot of experience in ML and Tensorflow. Please contact me.

$500 USD in 20 days
(13 Reviews)
4.8
MohammedJARROU

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

$400 USD in 15 days
(8 Reviews)
3.8
mahmoudralizadeh

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

$600 USD in 50 days
(5 Reviews)
3.4
ledphong

Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wo More

$500 USD in 7 days
(3 Reviews)
2.7
yinshu2020

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

$500 USD in 7 days
(3 Reviews)
2.0
Shubham99pawar

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

$250 USD in 20 days
(0 Reviews)
0.0
YousefGamalit

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.

$556 USD in 5 days
(0 Reviews)
0.0
MeghanaBandaru

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

$500 USD in 7 days
(0 Reviews)
0.0