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OCR with AI (intelligend data processing)

Job Description:

I already have a python software source-code that converts PDF files into structured Json files.

This is done using OCR and YOLOv5.

The PDF files are supplier invoices. These invoices consist of a header, x items and a footer. There are a subset of predfinded variables (like customer_number, invoice_number, ...) to extract from pdf.

I now need the following adjustments:

1.) the tool needs to be improved. Because it does not recognize the data correctly for the positions.

2.) I need a simple graphical user interface to learn (train) more PDF files. I need a generic solution for this. Today's solution is not generic, but trained and coded for 3 different PDF formats.

3.) the learned models should learn from each other. This means that the tool should learn automatically when new PDF files are trained. If a new format comes along, it should also recognize it as best as possible without necessarily having to train it.

Now I am asking for offers to improve the tool and bring in these 3 points.

These are the requirements of the python tool that must be installed for the tool to run:

# YOLOv5 requirements

# Usage: pip install -r [login to view URL]

# bases ----------------------------------------

flask

easyocr

pdf2image

image slicer

matplotlib>=3.2.2

numpy>=1.18.5

opencv-python>=4.1.1

Pillow>=7.1.2

PyYAML>=5.3.1

requests>=2.23.0

scipy>=1.4.1

torch>=1.7.0 # see [login to view URL] (recommended)

torchvision>=0.8.1

tqdm>=4.64.0

# protobuf<=3.20.1 # [login to view URL]

# logging -------------------------------------

tensorboard>=2.4.1

# wallb

# clearml

# Plot ------------------------------------

pandas>=1.1.4

seaborn>=0.11.0

# Export -------------------------------------

# coremltools>=6.0 # CoreML export

# onnx>=1.9.0 # ONNX export

# onnx-simplifier>=0.4.1 # ONNX simplifier

# nvidia-pyindex # TensorRT export

# nvidia-tensorrt # TensorRT export

# scikit-learn<=1.1.2 # CoreML quantization

# tensorflow>=2.4.1 # TF exports (-cpu, -aarch64, -macos)

# tensorflowjs>=3.9.0 # [login to view URL] export

# openvino-dev # OpenVINO export

# Deploy --------------------------------------

# tritonclient[all]~=2.24.0

# Tools --------------------------------------

ipython # interactive notebook

psutil # system utilization

thop>=0.1.1 # FLOP's computation

# mss # screenshots

# album entries>=1.0.3

# pycocotools>=2.0 # COCO mAP

# roboflow

Kĩ năng: Python, Artificial Intelligence, Deep Learning, OCR, Machine Learning (ML)

Về khách hàng:
( 3 nhận xét ) Grüt, Switzerland

ID dự án: #35389087

Được trao cho:

(23 Đánh Giá)
4.9

38 freelancer chào giá trung bình$900 cho công việc này

umg536

Hi there, I'm bidding on your project "OCR with AI (intelligend data processing)" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave a me Thêm

$1000 USD trong 3 ngày
(15 Nhận xét)
6.6
liveexperts123

Hi there,I'm biddin on your project "OCR with AI (intelligend data processing)" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this projec Thêm

$1000 USD trong 6 ngày
(29 Nhận xét)
6.6
AITSoft

Hello,I have read the job description and I am interested in this job. I have 8 years experience in developing products using Deep Learning, OCR, Machine Learning (ML), Artificial Intelligence and Python. I have read y Thêm

$1000 USD trong 12 ngày
(36 Nhận xét)
6.2
cassargammer

Hello there, I read your description carefully, I see you need to improve the existing Invoice OCR app. I checked the attached file, there is flask package to install, I guess your app is flask based. I am confident o Thêm

$1000 USD trong 10 ngày
(8 Nhận xét)
6.2
arturneskromnyi

******** Computer Vision & OCR Expert ************ Thank you for your posting! I am a Software developer with rich experience at the machine learning field such as the Resnet, VGG, Inception, Yolo, LSTM, RNN and G Thêm

$1000 USD trong 7 ngày
(3 Nhận xét)
5.9
simonklemp

Hello Erig, I hope this message finds you 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 Thêm

$900 USD trong 7 ngày
(10 Nhận xét)
5.2
omarpcalimbas

Hello, Sir >>> OCR Expert is here<<< As you can see in my profile and reviews, I have strong skills and rich experiences in machine learning and know well about ocr. Can we discuss the details via chat? Looking forward Thêm

$750 USD trong 7 ngày
(5 Nhận xét)
5.3
gm341473

Dear sir, I have gone your project, and it matches my expertise.I'm confident of performing your project work. I have 6+ years of experience in Python, Machine learning, Artificial intelligenc, Deep learning, OpenCv, S Thêm

$750 USD trong 3 ngày
(18 Nhận xét)
5.0
karlmarkus609

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$750 USD trong 7 ngày
(15 Nhận xét)
5.0
davidstrager

---------------- A python/ocr expert ---------------- Hi. Dear I can deliver the best result to your satisfaction. I am free now and hope to get into your project asap after discussion via chat. Thank you.

$750 USD trong 7 ngày
(10 Nhận xét)
4.8
alamineee

Hi, Dear Employer, I have read your job post carefully. I can write clean, validated Machine Learning code and make a device-supported M. File. I have over 10+ years of experience at the ✔Machine Learning (ML)✔ Deep Le Thêm

$750 USD trong 3 ngày
(25 Nhận xét)
5.1
anenkovakateryna

Hi I have 8 years of experience in ⭐ python with OCR and Yolov5 for pdf management ⭐. I've read the project description carefully and can start work immediately. Let`s discuss about more detail in chat box. Best regar Thêm

$600 USD trong 5 ngày
(10 Nhận xét)
4.4
andrzejdewloper

⭐✨Hello Sir.✨⭐ I can provide the best result on time. I have read your task description carefully and I understood what you want. I have rich experience in ⭐✨Python, Machine Learning and Deep Learming.✨⭐ I am free to Thêm

$800 USD trong 6 ngày
(3 Nhận xét)
3.9
tsmcguinness

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$750 USD trong 7 ngày
(5 Nhận xét)
3.9
neznamvladan499

✔✔✔✔ Nice to see your posting ✔✔✔✔ Hi, Erig E.. I read your job posting and feel I can help you successfully complete your project now. I am good at Artificial Intelligence, Machine Learning (ML), Deep Learning, Python Thêm

$835 USD trong 3 ngày
(1 Nhận xét)
3.7
bengrehl

Your OCR & Yolo Developer Here! I've rich experience with front and back-end and have expertise in OCR, Python, Website Dev, Selenium, Panda, Machine Learning (ML), Neural Networks, have been working professionally Thêm

$500 USD trong 7 ngày
(1 Nhận xét)
3.5
yevhenrosovskii

Hello, Thank you for your project. I've just checked your job description carefully. I'm senior developer with 6+ years of Python,Django and Flask. By using Python, I developed AI engine, BOT, Web Scraping Tools, We Thêm

$600 USD trong 7 ngày
(2 Nhận xét)
3.1
rashidamjad

Hi there, I have gone through your project details and would like to tell you that l have a great bunch of experience in OCR, Python, Artificial Intelligence, Machine Learning (ML) and Deep Learning. For that I would r Thêm

$835 USD trong 21 ngày
(2 Nhận xét)
2.9
tymkivvolodas

Dear, client. I have read your requirement carefully and I found I could fully satisfy you with fullstack skills. I am expert of Python for Deep Learning and AI with 6+ years of experiences. I can implement your projec Thêm

$500 USD trong 3 ngày
(2 Nhận xét)
2.4
Namotsuzawa

✅Hello Erig.✅ So you already have a detect-conversion OCR tool and wanna improve it for better detection for positions right? As an AI engineer , I'm familiar with python language and its libraries, I can help you. You Thêm

$750 USD trong 7 ngày
(2 Nhận xét)
2.2