AI Modeling of House Facades for Personal Preference
Budget: $30 – $250 USD
I'm currently seeking a deep learning expert, capable of developing a Convolutional Neural Network (CNN)-based model for my project. The unique challenge lies in the identification and comparison of house facades, with a special focus on windows, doors, and the general architectural style.
Objectives:
- Use the given data to train a deep learning model able to recognize features and architectural styles with a minimum of 80% similarity.
- Identify notable window shapes and types across different house facades.
- Recognize distinguishing features and architectural styles.
Approach:
With the use of machine learning algorithms, the model should be able to identify personal preferences in facade similarities. These results aim to reflect personal tastes in architectural aesthetics.
Required Skills and Experience:
- Proficiency in Python
- Deep understanding of Machine Learning and Deep Learning techniques with a focus on CNN
- Familiarity with architectural styles and element
- Excellent problem-solving skills
- Experience with image recognition and similarity algorithms.
This project is a unique opportunity to work at the intersection of architecture and AI. If you are a driven individual with a keen eye for detail and a knack for deep learning projects, I am looking forward to working with you.
Objectives:
- Use the given data to train a deep learning model able to recognize features and architectural styles with a minimum of 80% similarity.
- Identify notable window shapes and types across different house facades.
- Recognize distinguishing features and architectural styles.
Approach:
With the use of machine learning algorithms, the model should be able to identify personal preferences in facade similarities. These results aim to reflect personal tastes in architectural aesthetics.
Required Skills and Experience:
- Proficiency in Python
- Deep understanding of Machine Learning and Deep Learning techniques with a focus on CNN
- Familiarity with architectural styles and element
- Excellent problem-solving skills
- Experience with image recognition and similarity algorithms.
This project is a unique opportunity to work at the intersection of architecture and AI. If you are a driven individual with a keen eye for detail and a knack for deep learning projects, I am looking forward to working with you.