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Consultor externo online para formación y apoyo de Fine Tuning de IA

€750-1500 EUR

Closed
Posted 11 months ago

€750-1500 EUR

Paid on delivery
Necesitamos conocimiento y guía para la realización del Fine tuning del motor pre-entrenado SAM (Segment Anything Model) para la generación de segmentos en una imagen y, de igual modo, para un motor de Tensorflow 2 pre-entrenado para la clasificación posterior de los segmentos de salida de SAM, así como para la puesta en producción de todo ello. Queremos que el conocimiento obtenido quede en la empresa para proyectos similares. El flujo de datos en producción será este: Las imágenes con las que trabajaremos podrán contener un número indeterminado de clases. Se iniciará pasando una imagen por SAM para obtener las máscaras de los elementos pertenecientes a las diferentes clases que aparezcan. Las máscaras resultantes se le pasarán al modelo de clasificación o de detección de objetos de Tensorflow para obtener finalmente la predicción de las clases visibles en la imagen. Utilizaremos la detección de máscaras de SAM para obtener mejor precisión en la predicción de clases del modelo de Tensorflow, ya que el objetivo es la de obtener la mayor precisión posible. Debemos de tener opciones de re-entrenamiento de los dos modelos para añadir posteriormente nuevas clases. El contacto será exclusivamente online y en español.
Project ID: 36814112

About the project

6 proposals
Remote project
Active 10 mos ago

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6 freelancers are bidding on average €1,154 EUR for this job
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Hi Good evening , I have read the brief details on your job listing . I see you have been looking for someone experienced with Tensorflow. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
€1,500 EUR in 7 days
5.0 (9 reviews)
6.5
6.5
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Hi, I have extensive experience in developing high-quality software systems that meet the needs of clients across a range of industries. I am confident that my skillset is perfect for this project. Specifically, I have deep knowledge of programming concepts and a keen eye for detail which make me well-suited to designing, developing, and implementing complex software systems. This makes me an ideal choice for your needs when it comes to formación en tensorflow 2 y keras online. I am available to begin work on your project as soon as possible; please let me know if you would like me to discuss further or answer any questions about my services.
€1,125 EUR in 7 days
5.0 (8 reviews)
4.8
4.8
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Dear Client, We hope this proposal finds you well. We would like to take this opportunity to introduce our company, N&T Negocios y Tecnologias s.r.l., which has been operating in the IT industry for the past 20 years. Throughout these years, we have gained extensive experience in developing web, mobile, blockchain, and AI projects. After carefully reviewing your project requirements, we are confident in providing you with tailored solutions that will meet your objectives effectively. Our proposed solutions for the "Formación en TENSORFLOW 2 Y KERAS ONLINE" project are as follows: 1. Preparation of Dataset: - High-resolution color images - Multiclass images - Fixed Bbox - Masks from SAM (Segment Anything Model) - Class dictionary - Preparation of input data from Dataset, generators, TFRecord, etc. 2. Fine-tuning of a pre-trained engine: - Options to prioritize accuracy, such as EfficientNET Bx - Callbacks - Checkpoints - Hyperparameters - Training result verification using Tensorboard 3. Re-training: - Addition of new classes 4. Deployment to production: - Output formats - Loading methods We have identified that the best architecture and technologies to use for this project are Tensorflow 2 and Keras. We have chosen these technologies based on their proven capabilities in the field of deep learning and their widespread use in the industry. Please note that the budget provided is approximate, and we can provide a more accurate estimate after further discussion and analysis of the project requirements. We are excited about the possibility of working with you and providing you with our expertise in Tensorflow 2 and Keras. We are confident that our team's experience and knowledge will ensure the successful completion of this project. We kindly request a cordial response from your end regarding this proposal. If you have any questions or need any further information, please do not hesitate to reach out to us. We look forward to the opportunity to discuss this project in more detail. Thank you for considering N&T Negocios y Tecnologias s.r.l. for your project. Best regards, N&T Negocios y Tecnologias s.r.l.
€1,500 EUR in 30 days
5.0 (1 review)
4.4
4.4
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I developed an intuitive feeling about python programming. I can write clean validated python TENSORFLOW code and make a device-supported py. File. https://www.freelancer.com/projects/python/Project-for32411503/reviews https://www.freelancer.com.bd/projects/python/need-Python-data-science-expert-29599523/reviews I have confidence and say I'm excellent for your project. Let's remark on your project within the message box. Regards@DataScinceFizer
€750 EUR in 3 days
5.0 (2 reviews)
2.1
2.1
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Hi, Dear Employer, I have read your job post carefully. I can write clean, validated python code and make a device-supported py File. I have over 12-plus years of experience with python, /Django /ChatGPT/Ubuntu/Keras/OpenCV/Pytorch/TensorFlow/Pandas/Numpy, and others. Please feel free and you may award me the task; I'd be happy and present you with the best products. Let's discuss this further via chat, and I'll start your project right now. Thanks! Jcprinsila.
€750 EUR in 7 days
4.2 (1 review)
1.2
1.2
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Hola, acabo de terminar un máster en Data Science y me llama mucho la atención este proyecto. Antes de empezar el máster, trabajé como data analyst en TikTok durante 2 años y medio. Durante el máster hemos estudiado tensorflow de forma extensiva, y hemos trabajado en proyectos con imágenes (openCV, pillow, etc.). Entiendo el flujo de datos en producción, pero tengo una serie de dudas que me gustaría aclarar antes de proponer un deadline definitivo. - ¿Quieren utilizar cloud/distributed systems para desarrollar y poner el modelo en producción? - ¿Cuál es el tamaño estimado del dataset (número de imágenes, resolución de cada imagen, tienen todas las imágenes la misma resolución)? - ¿Los datos están etiquetados? - ¿Cuáles son el accuracy, precision, recall y f1 esperados para el modelo? Por el momento, estas son las preguntas que se me ocurren al leer la descripción del proyecto. De sus respuestas depende el tiempo de realización. No duden en ponerse en contacto conmigo si necesitan más detalles. Muchas gracias de antemano por su tiempo.
€1,300 EUR in 21 days
0.0 (0 reviews)
0.0
0.0

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Flag of SPAIN
Zaragoza, Spain
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Member since Jun 30, 2023

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