MATLAB and machine learning for image analysis

Budget: 25000 USD Deadline: 14 days

The timeline is set at 14 working days for the first working version, with a budget of 58,000 UAH for this stage. The tools to be used are MATLAB, App Designer, Image Processing Toolbox, Computer Vision Toolbox, and if necessary, Statistics and Machine Learning Toolbox.

For implementation, I would divide the work into a prototype for processing, quality checking of object extraction, feature calculation, and then training the model for your types of objects. !!The accuracy of the model depends on real data!! - without examples of images and videos, it is better not to make promises in vain.

> Please clarify which objects need to be extracted and on what background
> Are there labeled images or will labeling need to be prepared
> Is real-time video processing needed or batch analysis of files

Relevant examples from Ingello
> https://business.ingello.com/vorfahr - automation with AI and complex data analysis logic
> https://business.ingello.com/fractal - AI processes where architecture is important, not just a script
> https://business.ingello.com/tts - a similar approach to a machine learning task, where quality depends on data and processing chain

About the company and approach - https://systems-fl.ingello.com

If the task is educational or research-based, we can keep it simple and compact. If this is a future production system, it is better to include proper testing on real data and a report on accuracy =) Expand

Budget: 87 USD Deadline: 3 days

Please clarify: should the objects be highlighted in static images or in real-time video streams? I understand the task — segmentation (Image Processing Toolbox), feature extraction (shape, color, size), and classification through ML (SVM or CNN). I will assemble the pipeline and deliver the script with an example in 3 days.

Budget: 25000 USD Deadline: 14 days

we already have a nearly ready foundation for similar image and video analysis - it can be quickly adapted to your types of objects, metrics, and report format, I am available, we can discuss now =)

As for the timeline, I would aim for 10-14 days for the first working version, budget starting from 45000 UAH, more precisely after 2-3 examples of images and descriptions of the required characteristics.

Regarding implementation, I suggest not complicating things - first, we create stable frame processing, object detection, feature calculation, and result export, and we add machine learning where classical methods do not provide the required accuracy.

I have a question - is it necessary for the application to be within MATLAB with an interface, or would a MATLAB script with a clear launch panel and reports be sufficient?

And the second point - are the objects always of the same type and background, or will there be different scenes, lighting, and object intersections?

From similar experience, Ingello has cases on AI and automation - https://business.ingello.com/vorfahr - there the logic of automation of analysis and decision-making is similar.

Also relevant - https://business.ingello.com/fractal - about agent-based and analytical automation, when the system not only calculates but helps to build a working process.

The main page for system solutions - https://systems-fl.ingello.com Expand

Budget: 350 USD Deadline: 5 days

Hello! I am ready to develop a reliable and user-friendly application in MATLAB for image/video processing and analysis. I will create an intuitive interface and automate the entire object analysis process.

What I specifically propose to implement in your application:

- Convenient GUI (via MATLAB App Designer): the ability to easily upload photos/videos, start processing with one click, and see results in real-time.
- Computer vision (Image Processing & Computer Vision): I will implement algorithms for pre-filtering, binarization, contour detection, and object segmentation.
- Feature analysis: automatic calculation of metrics for each highlighted object (size, shape, color characteristics, geometric parameters).
- Integration of Machine Learning (if necessary): I will train and integrate a classifier (e.g., SVM or KNN) for automatic recognition or sorting of found objects.
- Report export: the ability to save analysis results and graphs in a convenient format (Excel, PDF, or images).

Stages of our collaboration:

- Discussion of details, analysis of your source data (examples of photos/videos).
- Creation of a prototype interface (GUI) and agreement on the logic of operation.
- Development and testing of processing and analysis algorithms.
- (Optional) Training of the ML model and its integration.
- Final testing, demonstration of work, and transfer of the completed project along with the source code (.mlapp and .m files).

Estimated time frame: 5-6 days (including time for testing and your revisions). We can finalize the exact cost and timeline after a brief discussion of the project details.

I look forward to collaborating! Please write to me, and we will discuss your task in detail. Expand

Budget: 300 USD Deadline: 14 days

Hello!

I am ready to develop an application in MATLAB for image/video processing and object analysis. I can implement data loading, preprocessing, object detection, feature calculation, result visualization, and report export.

For an accurate estimate, I need to clarify:
— What specific objects need to be detected and what parameters should be analyzed?
— Are there examples of input images/videos and the expected results?
— Is there a labeled dataset available for training the model?
— Is a graphical interface using MATLAB App Designer required?
— Is classical Image Processing needed or recognition through an ML/DL model?

I suggest starting with an MVP based on the provided examples: processing, object detection, and feature analysis.

Preliminary: $300, 10–14 days. After reviewing the examples and clarifying the task, I will finalize the stages, timeline, and cost. Expand

Budget: 500 USD Deadline: 3 days

Hello! I am ready to take on the development of an application in MATLAB. I can implement a user-friendly interface for loading and processing images and videos, object detection, and analyzing their characteristics. If necessary, I can also add machine learning methods. I can handle the task; we can discuss the details and deadlines.

Budget: 1000 USD Deadline: 10 days

I can make it professionally.
I have rich experience AI Automation Systems development so I'm sure I can do your proejct perfectly.
Looking forward to hearing from you.
Thanks.

Budget: 15000 USD Deadline: 14 days

Good day! We have extensive experience in computer vision and image processing algorithm development in MATLAB. We will implement the task using the Image Processing Toolbox and Computer Vision Toolbox, setting up a pipeline for object detection and integrating machine learning models for their classification. We are ready to start the architectural design of your application.

Budget: 82 USD Deadline: 4 days

I will do it in MATLAB: object detection in images/videos using the Image Processing Toolbox (segmentation, contour extraction), calculation of characteristics (size, shape, color), and if necessary — an ML classifier for automating analysis (Statistics and Machine Learning Toolbox). A ready application with an interface and a report on metrics — approximately in 4 days.