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Image stiching with openCV in python -- 2

We want a (python & java) algorithme using OpenCV to stitch images of a store shelf.

- up to 20 images could be stitched to a unique image

- The images are not token from a single point. the camera is moved for each photo (see attached file)

- The order of raw images is not always respected.

- Images are not always facing head there are some distorsions

- Images could be taken in the order specified in the attached file

Pay attention it's a store shelf image so there are so many repetitions of the same article.

The final image must not change the number of exact article. (this image will be used for object detection)

There must be no distortion nor perspective for the final image.

The output:

- One planogramme image

- parallel shelves with no perspective distorsions

- no seam no artifacts

- all images stitched (not partly)

Here is a link of an exemple of images to be stitch

[login to view URL]

It's recommanded to use this flow as a start:

0- detect images order

1- Correction of Perspective Distortion (for each photo)

2- Overlay Detection

3-Region-based feature detection (to avoid matching mistakes influenced by a high repetition of products on supermarket shelves.)

4- Matching

5- Optimization of homography angle

6- Compose and Blend

NB: auto stitching dont work so please dont try it y're just loosing your time.

This project is meant to those who have already tried this type of algo not to spend too much time.

Aptitudini: Python, Machine Learning (ML), Matlab and Mathematica, Image Processing, Computer Vision

Despre client:
( 40 recenzii ) Islamabad, Pakistan

ID Proiect: #34727783

13 freelanceri licitează în medie 258$ pentru acest proiect

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 Mai multe

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(99 recenzii)
7.1
lescaeric

I have read your job description carefully and I am interested in this project. I have more than 7 years of solid knowledge and practical experience in image processing and python. I can also start working right now an Mai multe

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(18 recenzii)
5.8
brettpa

Hi, I read your posting carefully and fully understand. I am a python developer who have 7 years experience. I developed so many projects using NumPy ,Pandas, Tensorflow ,Sklearn , selenium, bs4, scrapy, lxml , PyQt, t Mai multe

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(29 recenzii)
5.5
ionstefanache1

Hi, I can do that project for you in python or matlab(R2020a) Will be some milestones/releases/partially payments which cover the entire project If agree these please let me know Thanks

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(3 recenzii)
4.3
Engineer1337

Hi sir I master open CV python version I can do this project perfectly please let's discuss more details. I'll do it ASAP and with minimum price..........

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(20 recenzii)
3.8
sybacdesigner

Hi. How are you? https://www.freelancer.com/u/sybacdesigner I have just read your proposal carefully. I have 5 years of experiences in ML and image processing and I am sure I can do it. Please open chat window to discu Mai multe

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(5 recenzii)
3.1
mamawindy102

Hi. Very happy to bid your project because my skills are fitted in your project. I have been working with Python development for over 6 years. ⚡️⚡️ I have rich experience using OpenCV with image processing. I can ex Mai multe

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buibrothers27

(: Good day :) After a careful review of your requirements, i felt confidence to deliver perfect result for you. I am very familiar with Python and my major skill is Image Processing with AI technique. I am good at Ope Mai multe

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2.9
jeremytay

◆◆Hi, Client!◆◆ I have gone through your project description and it seems like I am a great fit for this job. I'd like to grab this opportunity and will work until you are 100% satisfied with my work. I have the know Mai multe

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2.0
mandionisio154

Hi I have strong experiences on image processing, computer vision. I correctly understood what you want from this project. I hope to discuss more with you. Thanks

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1.5
MiColt

Hi. There I am very interested in your proposal. I am a AI/ML/DL/CV/NLP expert so I can satisfy you perfectly with my skills and knowledge. I have 7 years of experience with AI/ML/DL/CV/NLP including python, R, pytorch Mai multe

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topgradeclubltd

Hi, Greetings and hoping you are doing well, i welcome you to my profile where quality and client satisfaction is the Priority. I am Expert DOMINIC and i hope to cooperate with you on your project. CERTIFIED EXPERT IN Mai multe

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grapessoft

Hi Greetings! I am available right now for the project discussion and can start the project on an immediate basis. I have understood your project requirement I have7++ experience in design and development. I can ha Mai multe

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