OCR: NLP, Geometric, GAN

1. Description

We have a project that reads documents and we need to quickly get it off the ground and get it moving so we can go live. The number of formats is 500 million different designs on the documents. So it cannot be a template based solution.

Please note this is not a long bench with months, we are talking about 1-2 weeks at most.

We have not started mapping the labels but we have Tesseract v5 running and it stores it in the DB for sure.

So, we now need to do some text/keyword value mapping.

- it is focus on the detection of strings.

- SPACY, NLTK, Gensim is on the table, which one is best and fastest?

- Geometric detection is then the best way.

- Graph Neural Network is an alternative to enhance the cross-checks.

The values we must map is in the attached file.

Milestones and some estimated time to do it.

MS1 OCR and parser

MS2, 12 labels, easy

MS3, 20 Labels, cross-check with geometric and tabula

MS4, 5 labels

MS5, 5 labels, we might skip them

We work here and now, not in 1,2 or 3 weeks. The platform must be launched now.

We also need to be able to compile the python code and run it under W10 or MAC.

This process is handled by another developer.

We will when we have more documents be able to do ML/DL/NN also to complement it.

For clarification: I do not expect 100% in precision the first day, but you must know what you are doing.

You are the expert and you should be able to advice me what the best way is. I have a wealth of experience, but you get humle from knowledge how little you know.

The drive forward is of essence. Do not suggest long term projects here. Now it is time to market so please consider that.

2. Skills:

Python, NLP, geometric detection, label parsing

3. Time frame:

1-2 weeks approximately.

4. Budget


5. Number of developers


6. Code stack

Python, must be possible to make it compiled python (our other developer will do that)

I am looking forward to your proposal.

Kemahiran: Java, Python, Machine Learning (ML), Perlombongan Data, Geospatial

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Tentang Majikan:
( 1 ulasan ) London, United Kingdom

ID Projek: #28954775

24 pekerja bebas membida secara purata $2353 untuk pekerjaan ini


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$2200 USD dalam 20 hari
(82 Ulasan)

Hello, Thanks for your posting and i read your description carefully. I have 7 years experiences of Computer Vision and Machine Learning, and have developed so many AI, Computer Vision, Machine Learning, NLP projects b Lagi

$3000 USD dalam 30 hari
(17 Ulasan)

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$2500 USD dalam 21 hari
(30 Ulasan)

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$2000 USD dalam 15 hari
(9 Ulasan)

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$3000 USD dalam 15 hari
(26 Ulasan)
(34 Ulasan)
(9 Ulasan)

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$3000 USD dalam 10 hari
(19 Ulasan)

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$1800 USD dalam 30 hari
(1 Ulasan)

Hi, Thanks for your job posting. I have read your job description very carefully and understood what you want. In my opinion, I personally prefer using NLTK for the pre-processing of natural text (i.e., gathering, wra Lagi

$2000 USD dalam 15 hari
(4 Ulasan)

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$2500 USD dalam 7 hari
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