Đang Thực Hiện

Machine Learning / Machine Vision

We have a production line that irons and folds bed sheets at a very fast rate (about 1200 per hour). Because they are processed so quickly, it is impossible for a human to inspect these sheets for things such as stains or holes. I have a short video of our production line here: [url removed, login to view]

We are looking for a machine vision system whereby a camera looks at the sheets as they pass through on the conveyor and detects any stains or holes that may be present. We would need a system that we could teach what the stains are and what they look like. For example, we could show it a batch of sheets with rust stains so it knows what these look like. It would also be good to be able to retrain the system at a later date in case the type of stains change over time or if we discover that the system misses certain stains.

First step of the system would be to actually detect the sheet itself. Then, if the system detects a stain or hole on that sheet, it would then output a message on a screen so that the person at the end of the production line could pull the sheet out. There is an approximately 8 second delay between the point of inspection and where the sheet comes out of the production line, so this would need to be factored in.

I am unsure if this could be done with off the shelf products (ie: camera, small computer, etc), however this would be ideal as we are looking for a relatively low cost solution.

I'm happy to work with the successful freelancer to further work on how this may work in a practical sense, the above is just what I think is the best way to go about it.

Kỹ năng: Thuật toán, Artificial Intelligence, Machine Learning, Matlab and Mathematica, Python

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Về Bên Thuê:
( 1 nhận xét ) Hervey Bay, Australia

Mã Dự Án: #15407054

Đã trao cho:

Magicspell

I think we can discuss on various possibilities on this. I can apply sensors and electronics along with Machine learning technique. Relevant Skills and Experience Machine Learning, Artificial Intelligence, Python, Emb Thêm

$2500 AUD trong 30 ngày
(3 Đánh Giá)
2.9

19 freelancer đang chào giá trung bình $2893 cho công việc này

$5555 AUD trong 30 ngày
(49 Đánh Giá)
6.7
ognjen011

Hi! I recommend we setup a small pilot project where we would get some example videos and see what we can do with that. Ping me for a chat Relevant Skills and Experience Machine learning, Computer Vision, MATLAB, Pyth Thêm

$2894 AUD trong 30 ngày
(141 Đánh Giá)
6.6
aminariaz

sir i can help u with this project this is a dummy bid i can give u an exact estimate after we discuss the project hopping for your kind consideration Relevant Skills and Experience i have done masters in computer eng Thêm

$1666 AUD trong 30 ngày
(101 Đánh Giá)
6.0
belgasoft

I can do this project using C++/OpenCV. I am doing computer vision projects since 2004. Relevant Skills and Experience I am expert in Signal/image processing, machine learning, pattern recognition and computer vision Thêm

$3000 AUD trong 30 ngày
(22 Đánh Giá)
6.1
leon0209

I have master degree in image processing. Can I see more sample including sheets with stains? Here are some of my works: [url removed, login to view] Best Relevant Skills and Experience matlab, image processing, compu Thêm

$2500 AUD trong 30 ngày
(25 Đánh Giá)
5.1
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i8solutions

Give our company a chance to work with you Relevant Skills and Experience python automation algorithm Proposed Milestones $2500 AUD - milestone

$2500 AUD trong 30 ngày
(4 Đánh Giá)
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roboticres

Sounds very good, I am post doc researcher at robotics lab in Paris. My working area is about robotics vision and slam algorithm. I have great experiences on Image processing. Relevant Skills and Experience My master Thêm

$2500 AUD trong 30 ngày
(24 Đánh Giá)
4.8
$2500 AUD trong 30 ngày
(9 Đánh Giá)
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TheAVashe

Detect 1)sheets 2)stains 3)holes from samples, identify using images, 2 & 3 in new samples with small computer + cam (C++/Python) Relevant Skills and Experience 1) Developed solutions for real-time footpath identif Thêm

$1700 AUD trong 31 ngày
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fleetways

Thank you for looking at our bid, may be something from scratch (e.g. Open CV template matching ) or using a service like [url removed, login to view] . Request your response to discuss this further. Relevant Skills and E Thêm

$3000 AUD trong 45 ngày
(1 Đánh Giá)
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yh2013

The programming language Python has a package called OpenCV which can use for processing [url removed, login to view] form and color. Python is not a heavy software so it could be installed without problem. Relevant Skills and Exper Thêm

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MrtDolphin

HI. We are software development team in Australia. We are the best image processing, machine learning and vision expert. Relevant Skills and Experience Please check my profile and the following links to see about us. Thêm

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henrikzilmer

We are expert in neural networks we have done design and coding in 1. MATLAB 2. LabVIEW 3 VHDL,Verilog 4. Micro controller coding 5. DSP,DIP [url removed, login to view] Relevant Skills and Experience We are expert in neural networks we ha Thêm

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anirbanbanerjee

Hi, Definitely Its [url removed, login to view] are working on so many similar projects.I want to clear few doubts from your end once before we finalize the deal. Are you available to have a quick chat now? Thanks, KD Relevant S Thêm

$3700 AUD trong 40 ngày
(0 Đánh Giá)
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abraham66

detecting such stains is an application of machine learning and computer vision. can you provide training data, e.g. videos of sheets with stains/holes? Relevant Skills and Experience Got my PhD in machine learning an Thêm

$5555 AUD trong 90 ngày
(0 Đánh Giá)
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