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.