recognize instrumentation value

$5000-10000 USD

Cerrado

Publicado

hace 11 meses

$5000-10000 USD

Pagado a la entrega

Hello ! Need use camera to recognize the instrumentation value , and report it out . please see the attachment . the SW need report 2 float value from the two Ampere&Voltage pointer meters and 10 ON/OFF value of the button meters. we can pay by below separated items or all of them together 1) Training Model and training scripts . We can provide the image set for training based on your requirement 2) inference step 3) Provide the Web API or SDK API it will be better to provide Inference hardware PC and Camera configuration , basic camera installation guide to us before deployment . we want to make decision quickly and efficiently, so we need you provide high level design thoughts to us in the beginning . 1. which AI model/methodology you plan to use to recognize the instrumentation picture to decode these 2 A/V pointer meters value and 10 ON/OFF button meters value ? what is the accuracy estimation? please be aware the SW need report float/int value of the pointer meter 2. how many images need we provide to you as training set ? and what is the requirement for these images ? need manual labelling ? your side or our side need do the object label? 3. do you have AI training machine , need we provide the remote training machine ? 4. what is recommendation of inference system configuration ? something like CPU, Memory, GPU requirement , we need prepare them as testing system. what is the performance estimation of the influence, how many seconds/milliseconds need if run it on the Core I5/I7 or GFX 1030/1060 GPU ? 5. What is your preference of the Web API/SDK you plan to use ? Python Web server or Linux SDK or NodeJS or Java ...

Deep Learning

Software Development

AI (Artificial Intelligence) HW/SW

Software Architecture

ID del proyecto: 36611349

Información sobre el proyecto

21 propuestas

Proyecto remoto

Activo hace 10 meses

¿Buscas ganar dinero?

Dirección de email

Beneficios de presentar ofertas en Freelancer

Fija tu plazo y presupuesto

Cobra por tu trabajo

Describe tu propuesta

Es gratis registrarse y presentar ofertas en los trabajos

21 freelancers están ofertando un promedio de $8.374 USD por este trabajo

@Programmer59

Hello there! My name is Jawad and I am part of the leading software development company, We understand that you need help recognizing instrumentation values and reporting them out. We have extensive experience in software architecture, software development and other related fields that can be used to develop a successful solution for your project. Our team is comprised of highly skilled individuals who have worked on projects such as recognize instrumentation value. With our expertise in android & iOS applications, laravel, react native and AWS, we are confident that we can provide you with the best solution for your needs. Additionally, our web API provides you with an easy way to integrate our solution into your existing systems without having to manually configure any settings. We take customer satisfaction seriously and work hard to ensure that our services meet or exceed your expectations. If you're interested in our skillset please feel free to contact us so we can discuss further how we can help you achieve your business goals.

$10.000 USD en 30 días

4,9

(99 comentarios)

6,9

@engrhassanwali

Hi there! My name is Hassan, and I am a certified electrical engineer and artificial intelligence programmer. I have done many classified and strategic projects. I understand that you need use camera to recognize the instrumentation value and report it out. You would like to use my training models and scripts for this project so that you can accurately track instrumentation readings without having to manually insert them into the system. In addition, I can provide inference software and an API so that you can track instrumentation readings on your own without needing me to be there. I would love to help you with this project! Please feel free to reach out if you have any questions or would like more information about my services.

$10.000 USD en 85 días

5,0

(1 comentario)

3,0

@ArixessDev

Hello, I came across your project and I am confident that I can help you with your needs. We understand that you need a program that can report 2 float values from the two Ampere&Voltage pointer meters and 10 ON/OFF values of the button meters. Our team has worked on similar projects in the past and we have the technical expertise to create a solution that meets your requirements. As for your questions, we plan to use a deep learning model to recognize the instrumentation picture and decode the two A/V pointer meters value and 10 ON/OFF button meters value. We estimate our accuracy to be above 95%. We will require a minimum of 500 images for the training set and we can provide manual labeling. We have AI training machines, so you don't need to provide remote training machines. As for the inference system configuration, we recommend at least a Core i5 CPU, 8GB RAM, and a GTX 1060 GPU. Our preference for the Web API/SDK is Python. We are committed to providing you with the best possible solution for your project. We would love to discuss this project with you further and provide you with a high-level design thought. Please let us know if you have any further questions or concerns. Best wishes, Illya, Arixess.

$7.500 USD en 7 días

5,0

(1 comentario)

2,4

@salesmindcrewtec

Thank you for considering our expertise in developing a camera-based solution to recognize instrumentation values and generate reports. We understand the importance of speed and accuracy in this process. Our proposal includes the following components: Training Model and Training Scripts: Our team will create a robust training model tailored to your specific requirements. By utilizing state-of-the-art techniques, we will train the model using the provided images and data. Inference: We will develop an efficient and high-performance inference system that can accurately recognize the instrumentation values in real-time. By leveraging the trained model, this system will deliver fast and reliable results, ensuring accuracy and efficiency. Web API: To facilitate seamless integration into your existing infrastructure, we will provide a user-friendly Web API. This API will enable easy communication between your application or system and our inference system, allowing you to retrieve the recognized instrumentation values for reporting and analysis purposes. In addition to the above, we can offer recommendations and guidance on the optimal hardware PC and camera configuration required for the deployment of the system. Questions: What is the expected accuracy rate for recognizing the instrumentation values? Do you have any specific requirements or preferences regarding the reporting format or integration with existing systems? Thank You

$7.500 USD en 7 días

0,0

(0 comentarios)

0,0

@Nettyfy

Hello There, Thank you for posting your job requirement for recognize instrumentation value. We are a team of highly skilled and experienced Python developers with expertise in Blockchain, AI, and ML. Our approach: We understand your need for a Python & Node Js backend developer expert in Blockchain AI and ML crypto bots. Our team of developers will work with you to understand your requirements and develop a customized solution that meets your specific needs. We will ensure that your crypto bot is developed using the latest technologies and is capable of performing complex tasks such as automated trading, smart contract execution, and blockchain integration. About us: We have been providing custom software development services for over 10 years and have worked on various projects related to Blockchain, AI, and ML. Our team of developers has extensive experience in developing custom solutions for clients worldwide. Skills and experience: Expertise in Python & Node Js development, Blockchain, AI, and ML Strong understanding of cryptocurrency trading and blockchain technology Experience in developing custom crypto bots for various platforms Excellent communication and project management skills Thank you for considering our proposal. Utkarsha Best regards,

$5.000 USD en 7 días

0,0

(0 comentarios)

0,0

@faizalwafi390

I am Mohd Faizal, a professional Web, Mobile and Game Developer with 18 years of experience. I have developed numerous successful applications in the past including Unity3D, Unreal Engine, Roblox and PlayCanvas. I understand that you are looking for someone to create a camera system that can recognize instrumentation values and report it out. I believe that my extensive knowledge and experience in software development and related technologies such as AI, machine learning and inference will be invaluable in developing this project. My training models and scripts will enable you to efficiently train the camera system for accurate readings of instrumentation values without the need for any further manual intervention. Additionally, my web API will allow you to access the data captured by the camera system without having to use any third-party tools or applications. I would love to discuss this project further if given the opportunity. Please feel free to contact me directly if you have any further questions or would like more information on my skillset and previous success rate on similar projects!

$8.000 USD en 20 días

0,0

(0 comentarios)

0,0

@rohitkondhare07

Good day there, I'll use OpenCV to extract information from ampere and voltage meters (in a manner similar to the approach used to extract time from an analog watch). I'll employ a similar technique to determine the ON/OFF status of ten buttons. Before I provide it to you, I'll test our model on several different sets of images. And for the WEB SDK, I'll primarily utilize the Python Web Server. I've worked as a developer and analyst for more than 8 years, specializing in automation, chatbots, websites, blockchain technologies, and natural language processing. I have developed over 100 websites, 10 automation and IoT projects, and over 15 mobile applications. I look forward to working with you in the future and would be glad to respond to any questions you may have! Let's explore this issue in greater detail. Thanks, Regards.

$10.000 USD en 10 días

0,0

(1 comentario)

0,0

@TZAIBA

Hi there, The above mentioned requirements will be done within your timeframe and budget. I am a senior software developer with over 8 years of development experience. I am backed by a team of certified senior web and mobile developers. We deliver excellent code quality. Beware of novice people who might waste your time. If you want your work to be done by professionals, hit us in inbox.

$7.500 USD en 7 días

0,0

(0 comentarios)

0,0

@mushyamaditya

Hello, I'm Aditya, a scientist at German Aerospace Center with expertise in applied mathematics, artificial intelligence and machine learning. I understand that you need use camera to recognize instrumentation value and report it out. I believe I am the perfect fit for this project because of my expertise in applied mathematics, artificial intelligence and machine learning which will be required to complete this project successfully. My training model and training scripts are available which will make the project run smoothly. Additionally, I provide image set for training based on your requirement. Additionally, I can provide web API or SDK API which will be better for you as decision making needs to be quick and efficient. Additionally, I would like to make sure that we focus on accuracy rather than speed while working on this project so that you get accurate results but don't have to wait longer than necessary for them. If you are interested in my skillset please feel free to contact me directly so we can discuss further about the project!

$9.000 USD en 15 días