📸 Image Collection for Project 1 - Building Type Classification

[Sammybams]

Project Overview

In Project 1, we are working on creating a robust image classification system that can accurately identify different types of buildings, including:

• Bungalows
• Storey Buildings
• High-rise buildings (including skyscrapers)

Our goal is to build a machine learning model that excels at classifying these buildings based on images contributed by our community of contributors.

What's Needed

We need your help in collecting images of these building types to train and test our classification model. Specifically, we are looking for images that meet the following criteria:

• Aspect Ratio: Images should have an aspect ratio of 3:4 (portrait format).
• Size: Don't worry about image size; we have a workflow in place to resize images to a size of 300 by 400 pixels that would be used for modelling.

How You Can Contribute

1. Capture Images: Take clear photos of the building types (bungalows, storey buildings, and high-rise buildings) in portrait format.

2. Image Naming: Please name your images uniquely. You can also choose to indicate the type of building and any relevant information about the image location if available.

3. Contribution: Navigate to the data folder for project 1 and upload your images under the folder with the right building type. A minimum of 10 images in total is what will be required of you.

4. Quality Check: Ensure that the images are of good quality and clearly depict the building type.

Example Image Names:

• bungalow_01.jpg
• storey_building_night.jpg
• highrise_skyscraper_02.png
• 20123907183_23.jpeg

Let's Build an Accurate Building Classifier Together!

Your contributions will play a crucial role in training our machine learning model to accurately classify buildings. By sharing images of these building types, you're helping us create a more inclusive and effective solution.

Thank you for your valuable contributions! 🏙️📸

Note: If you have any questions or need assistance with image uploads, feel free to ask in the comments. Let's make this project a success!