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Machine Learning for images

Published on the November 11, 2023 in IT & Programming

About this project

Open

1 - OBJECTIVE: Generate new images of typographic characters from a predefined database (attached).
2 – DEVELOPMENT: Three parallel approaches to solve the same problem.
important: choose only one of the following options to respond to the offer
solution 1: development with gans (generative adversarial networks)
solution 2: development with transformers
solution 3: list of commercial tools to leverage the database
3 – relevant aspects
comparative study of training and quality between tool 1 and tool 2.
Architecture focused on facilitating the development of future versions for other images.
Ability to run training on a computer without an internet connection.
Relationship between hardware power and training time and image creation.
Size of the database and minimum image quality.
Need for manual labeling of images in the database.

Category IT & Programming
Subcategory Data Science
Project size Small
Is this a project or a position? Project
Required availability As needed

Delivery term: Not specified

Skills needed

Database Python Machine Learning Pytorch Tensorflow Jupyter Notebook

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