Applications of Computer Vision in waste management

Using the AIEX platform for Garbage Detection

The AIEX platform is a powerful tool for training computer vision models for waste detection and recycling. It provides all the necessary tools and resources for computer vision, eliminating the need for coding. The process of training models on the AIEX platform involves inputting waste detection data and using the platform’s provided algorithms to train models to detect various recyclable waste classes, including bottles, cans, and glass.

The platform also includes an image engine feature, which allows users to add more data if needed.

In the deployment tab of the AIEX platform, users can select the desired model to deploy based on its performance. This allows users to choose the most accurate and efficient model for their specific application.

After deploying a model, it can be used to make inferences on images. This means that the model can be used to analyze and identify different types of waste in real-world scenarios.

This is a crucial step in using computer vision and artificial intelligence to improve waste management and recycling efforts, as it allows for more efficient and accurate sorting and separation of waste.