Deep Learning for Urban Image Recognition
Budget: $15 – $25 USD
As your client, I want to put emphasis on building a deep learning model that can successfully manage image recognition tasks, especially targeted at urban street network images.
Key Project Deliverables:
- Develop an advanced deep learning model capable of recognising, classifying and analysing various elements of urban street networks.
- Incorporate functionality to handle different types of images, primarily urban street network pictures.
- Ensure the model is adaptable and could potentially analyze overall structure and connectivity of the street network.
Ideal Skills:
- Deep understanding of neural networks and deep learning algorithms.
- Experience in computer vision and image recognition tasks.
- Familiarity with urban planning and/or traffic analysis would be a beneficial.
- Proficiency with relevant programming languages and deep learning frameworks.
- Bonus: Experience in urban studies or related field.
The intention is not only to build a robust deep learning model, but a tool that can add valuable contribution towards urban planning and traffic analysis in the future.
Key Project Deliverables:
- Develop an advanced deep learning model capable of recognising, classifying and analysing various elements of urban street networks.
- Incorporate functionality to handle different types of images, primarily urban street network pictures.
- Ensure the model is adaptable and could potentially analyze overall structure and connectivity of the street network.
Ideal Skills:
- Deep understanding of neural networks and deep learning algorithms.
- Experience in computer vision and image recognition tasks.
- Familiarity with urban planning and/or traffic analysis would be a beneficial.
- Proficiency with relevant programming languages and deep learning frameworks.
- Bonus: Experience in urban studies or related field.
The intention is not only to build a robust deep learning model, but a tool that can add valuable contribution towards urban planning and traffic analysis in the future.