python prediction application
€3000-5000 EUR
Paiement à la livraison
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]
Nº du projet : #34629906
À propos du projet
55 freelances font une offre moyenne de 4167 € pour ce travail
I'm Priyam from Mumbai, India. I have been coding since my school... it's been 12+ years. If you are looking to make most use of your CPU and AUTOMATE your every task. I am your guy. Whether it be a simple API or WEB Plus
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.
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
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
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
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
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
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
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
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
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
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
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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