python prediction application

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We are currently developing a prediction application in Python, which analyzes and informs pesticides and pesticide residues on vegetables, which are still detectable after a certain time.

Now we are looking for a Python developer with enough experience to help us with this project.



Requirement: 


- Creative thinking and work

- Python experience 4+ years

Also, we are asking for the solution of the following 2 tasks:

( The goal is to tackle these on a conceptual level.

Perfect solutions/ production ready code is not required

Since the focus is on discussion and conceptualization, we recommend: jupyter notebooks )



1. 3d Ground Classification


2. Weld Defect Detection



1: 
We provide a 3 aerial LIDAR scan ([login to view URL])

The goal is to classify ground points.

The aim is not 100% accuracy or Deep Learning based approaches, a “quick and dirty” solution suffices.

Recommended tools:

Point cloud processing

- Laspy

- Pdal

- Scikit

Visualization

- Potree

- Pptk

- Open3d

- CloudCompare

2. 
The goal is to use (unsupervised) image segmentation to locate possible defects in x-ray scans of weld.

Possible Tools:

OpenCV

CGAL

[login to view URL]

The Use Case is to provide to aid to a human labelling or a weld scan review:

The defects are the black cracks and blobs in the grey weld

100% accuracy not required.§It suffices to provide hints “where to look” 



weld image: files attached

lidar: [login to view URL]

Python Machine Learning (ML) Architecture Logicielle Algorithme Scikit Learn

Nº du projet : #34629906

À propos du projet

55 propositions Projet à distance Actif il y a un an

55 freelances font une offre moyenne de 4167 € pour ce travail

yoyopriyam

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6.8
l060448

Hi, I have 6+ years of experience in application development. I have developed web and desktop apps in Python. Just because you mentioned these two as challenge so I thought I should try. More we can discuss in chat.

€5000 EUR en 45 jours
(16 Commentaires)
6.7
sajjadtaghvaeifr

Hi, I hope you are doing fine. 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 and etc. I hav Plus

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(89 Commentaires)
7.1
Koki1216

Hello, this is Koki from Japan who has been working with Python & AI development for over 7 years now. I have checked your project description carefully and I think that I can help you to complete this project 100% per Plus

€5000 EUR en 20 jours
(19 Commentaires)
6.9
hayteekeys

Hello, I am an MSC majored in mathematics I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, NLP, Image, speech and text Processing,Neural Networks,e.t.c I attended at ACM regional c Plus

€3000 EUR en 4 jours
(30 Commentaires)
5.5
sharmin283

Hi, i m very interested for this kind of job and i am expert python developer with LIDAR skills with otheres skill set, i can develop the predection app uinsg python with related tools and library, just knock me via c Plus

€4000 EUR en 20 jours
(17 Commentaires)
5.2
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Plus

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6.3
umairkaramat24

Hello sir how are you doing? I have read the project detail and really interested in your project, I am full stack developer with multiple frameworks, I have great experience doing similar jobs regarding to these skill Plus

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(20 Commentaires)
4.8
wliewsung

Hello, this project description about Vegetables/agricultural environment sparked my interest highly. Technically I am a senior software developer and I am strong in Python/Machine learning/Image Detection and web auto Plus

€4000 EUR en 20 jours
(7 Commentaires)
4.6
hirakchhatbar

Hello there, I went through your project brief and I can handle it efficiently. I have 3+ years of experience with Python including Django, Flask, PyTorch, TensorFlow, OpenCV etc. I have worked with 15+ startups to h Plus

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5.0
FxDataLabs

Implementing projects using Python and Machine Learning is our core forte since we are working on it for more than 5+ years now. We are a team of 50+ developers who have successfully delivered 350+ Machine Learning Pro Plus

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4.6
itcdamico

Hello! This is the kind of projects I like the most, so I'd really be proud and happy to help you. I didn't had the chance to work on a pesticide dataset yet but I've seen some techniques I can exploit with that before Plus

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(10 Commentaires)
3.9
gvmtech

Hello, I have a senior full-stack developers Team with more than 10 years of development experience. Strong development skills in Python/Django. Also proficient in building Restful APIs in backend server and third par Plus

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3.2
Pankaj9810

Hey there ! Good day. I am Pankaj Ranga I would like to work with your project and I can surely provide the details you have specified on the project description. I can confidently say that I am knowledgeable enough to Plus

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3.3
yugiohhus89

Dear sir, I have read your project about analyzes and informs pesticides and pesticide residues on vegetables, I have many experiences in AI and applied AI in real-life I can help you to do the project, Please pm t Plus

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2.0
vinod00k

Hello, I’m a Full Stack Developer and designer. We have a full spectrum skill set and can work both independently or along side existing teams. We are a simple and affordable solution for either expediting project dead Plus

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0.0
kostadingorgiev1

Hi, there. As a senior Python/ML/AI developer, I think I can be good fit for this project. I've already did similar project and can help you on prediction part and also development part as well. Let's discuss more. Bes Plus

€4000 EUR en 7 jours
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0.0
rijutapatidar

Hi, Hope you are doing well. We are much expertise group of iOS, Android, Website developers and Designers Please review my profile - https://www.freelancer.in/u/rijutapatidar I understood the initial scope of python p Plus

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nalliancetech

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radiantnetwork

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0.0