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Web-based interface that can identify document type using machine learning

€750-1500 EUR

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Data postării: peste 5 ani în urmă

€750-1500 EUR

Plata la predare
Hello, I am looking to develop an app that would rely on machine learning, on web-based UI, that determines automatically whether a document (pdf) is alternatively one of seven types/categories of documents: - Correspondance/letter; - Legal procedural document: transcript of hearing, invitation to a hearing, etc.; - A legal writing/submission; - A court decision/judgement; - A Memorandum/Memo; - An invoice - Other. Samples of documents can of course be provided. I assume I will need two interfaces: one for training and one for the app. (i) The training interface will allow to select a folder containing pdfs and then will show me each document, one by one, and ask me to select/click on the category of document. The interface needs to be simple so that even someone who is not tech-friendly will be able to train the model. (ii) the actual app: an interface where I can upload documents and it will show me a list of the documents with the categories that were identified for each one of them. I am open on suggestions on how to approach the solution and for additional features if necessary/useful/easily achievable. I had in mind using Tensorflow/R/Python. Other options can be discussed. Let me know, thanks. SH
ID-ul proiectului: 17857445

Despre proiect

23 propuneri
Proiect la distanță
Activ: 5 ani în urmă

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23 freelanceri plasează o ofertă medie de €1.345 EUR pentru proiect
Avatarul utilizatorului
Hi,sir I have read your post and I am very interested in your project. Because I am a expert in machine learning. I have experiences that develop the apps like car number identify system. languages are no problems for me. pls contact me and let's discuss the project . Thanks
€1.250 EUR în 20 zile
5,0 (66 recenzii)
6,7
6,7
Avatarul utilizatorului
Your project's posting has caught my attention as this lies exactly in my domain of expertise. To ask a few questions & to gather all the requirements for this project, I request you to message me. Expertise and skills will be disclosed via chat. Shall I get all technical/non-technical details via a document? It seems like an interesting project. I would like to discuss all the requirements with you, so I can mark the scope of this project. Please also note that final estimation will be provided once all the requirements will be revealed from your end. Hence, my cost of development & deadline solely depends on what you reveal (in detail). Looking forward to conduct an extensive chat with you.
€1.250 EUR în 20 zile
4,9 (17 recenzii)
6,8
6,8
Avatarul utilizatorului
Hello! This is Vibrant Webtech and I was glad to see that you're looking for help for project Web-based interface that can identify document type using machine learning. I've delivered more than 400 + projects in the last 5 years and this makes me very confident with your task.I'd like to have more details before proceeding. This way I'll have the chance to elaborate m bid accordingly. I never ask for payments in front. I will only ask you to release the agreed milestones once the task for each one of them is met and you're happy with it. Feel free to visit my personal page on this platform and get an idea of how satisfied my clients are from my work. Don't hesitate to contact me. I'm looking forward to hearing from you soon.I have more than 5 year of experience in Python, Tensorflow, Web Development. Please ping me for more discussion.
€1.500 EUR în 10 zile
4,9 (50 recenzii)
6,4
6,4
Avatarul utilizatorului
This is the best price I can offer. If you need professional work this price is the lowest possible which we can offer to any client.
€2.500 EUR în 30 zile
4,9 (10 recenzii)
6,2
6,2
Avatarul utilizatorului
Hi there, I have checked the details I have rich experienced with Python, Tensorflow, Web Development. Please initiate chat so we can discuss this job.
€1.250 EUR în 20 zile
5,0 (7 recenzii)
6,0
6,0
Avatarul utilizatorului
https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-13933384/ https://www.freelancer.com/projects/php/License-Plate-Detection-With-Chinese/ Hi we have done the similar tasks in machine learning. A.I lets chat
€1.250 EUR în 20 zile
4,9 (29 recenzii)
6,3
6,3
Avatarul utilizatorului
Hello, Greetings of the day...!!! We are a dedicated team of IITians having more than 7 years of experience in Python, Tensorflow, Web Development and much more. We are willing to work on your projects. Kindly connect to discuss in detail and see our recent work as well. Thanks Vipin
€1.250 EUR în 20 zile
5,0 (2 recenzii)
5,5
5,5
Avatarul utilizatorului
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Python & Tensorflow Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
€1.200 EUR în 20 zile
4,7 (36 recenzii)
5,9
5,9
Avatarul utilizatorului
Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
€1.125 EUR în 2 zile
4,7 (34 recenzii)
5,6
5,6
Avatarul utilizatorului
I would like to approach this problem in two different ways, first I would find vectors for each document finding tf-idf and then after doing dimensionality reduction observe if they are forming seven distinct types of a cluster or not. If these clusters are being formed then we can use any linear or ensemble method to classify them. This approach is easy to implement, cheaper and faster. If the desired result is not achieved through this approach then we can use the deep learning based approach. Recently CNN has been observed to show good results in document classification. We can use a single end to end neural network model with convolutional and pooling layer. I will write two different codes one for training the model and one for actual usage. For the training code, you just have to provide it a labelled data i.e each document should be labelled or stored in a different folder according to there category. The second code, when provided with a document, can classify it to one of the seven categories. I plan to integrate both these codes using python flask. Also we can add an additional feature of displaying the summary of each document that the user puts. You can contact me for more clarifications regarding the model. It is my first project on this site and I am willing to go extra miles to deliver a good client experience.
€888 EUR în 20 zile
4,9 (4 recenzii)
3,6
3,6
Avatarul utilizatorului
Hi, Thanks for your job posting. I've read your project description carefully. You are going to build web-based interface that can identify document type using machine learning. As a senior web developer, I have rich experience in this kind of project. I am sure I can handle this project as you expected. If you have desire to work with me, please respond me to discuss more. Thanks.
€1.250 EUR în 20 zile
4,1 (7 recenzii)
3,9
3,9
Avatarul utilizatorului
Hi SH I have similar APP developed in React Native for legal documention of law firms , Advocates. That app scan document and save it secured server. It has memo PDF genration I can show you code/ Demo of similar app. Please come over chat so that I can show you demo Thanks Seema
€1.250 EUR în 20 zile
5,0 (2 recenzii)
2,0
2,0
Avatarul utilizatorului
I am a hard worker with fast learning capability. A results-driven, customer-focused, diligent and analytical Software Engineer who strive for self-development. Strong in design and integration problem solving skills. I am team player; I have started my carrier as a trainee lowest label in the team, now I am a senior engineer, so I have experience of how to deal in team work as a team player. My Skillset: • Frameworks: Django, Flask, Mezzanine, Django REST framework. • Libraries: Requests, BeautifulSoup, South, django-allauth, celery • API (REST framework) • Database: MySql, MongoDB, Postgres, Redis • Clouding Server: Google App Engine, Amazon web Services, Heroku, Digital Ocean... • Frontend: Bootstrap3, CSS, HTML5, SASS, LESS • Facebook API, Google API, Twitter API, LinkedIn API integration etc... • SMS gateway: Twilio, Plivo • Server: AWS, EC2, S3, Apache, passenger • JS Frameworks: JQuery, Angular, React • Unix, Mac, Windows operating systems. • Hands on experience in telecom wireless, IoT industry or management consulting, solution architecture and design. • Software system design and architecture skills. • Extensive experience developing prototypes and general rapid prototyping skills. • Certifications or experience with PTC ThingWorx, GE Predix, or AWS • Use of raspberry pi in practical projects
€1.555 EUR în 15 zile
5,0 (1 recenzie)
1,9
1,9
Avatarul utilizatorului
Hello, We will be creating an app that would rely on machine learning, on web-based UI, that determines automatically. We would like to discuss once a technology stack in chat if you have time.
€2.777 EUR în 45 zile
0,0 (0 recenzii)
3,5
3,5
Avatarul utilizatorului
Hi there, I understand your requirement and i can do the job for you. For training, i think it is better to to split files into category folder, then start training without need user action, with small number of files, we can do as your description ( select one by one ) About technique, we can use python/tensorflow for text/file classification: + Exact text content from pdf file + Use tensorflow to train text and it's category Later, we will use trained model to predict new text/file . For web interface, we can python/ Flask I have worked in similar project, it was text sentiment analysis
€1.250 EUR în 15 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hi, I have done a very similar project like this for my current employer, I work at a Fund Manager as a machine learning engineer and developer. I am building a machine learning model to do the same task for our PDF documents at the moment (we have about 500k+ documents and 30 different types) I am using Python in my daily work and likely will for this to so I can integrate a web app into the Training/Evaluating requirements you have. Though we can discuss these two exactly to see what you want. We can simplify the training to just folders for example. Let me know what you think. Thanks,
€1.250 EUR în 14 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul SWITZERLAND
Geneva, Switzerland
0,0
0
Membru din sept. 28, 2018

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