Overview
Overview
We will construct Workflows designed to enforce safety equipment compliance in construction areas. Specifically, we will analyze an image to detect people and determine if they are wearing hardhats.
Here’s the image we’ll be working with:
We will present three different approaches to this problem, each highlighting a different way to construct Overeasy Workflows.
Example 1
This approach uses the InstructorImageAgent to check for PPE, and uses a custom PPE BaseModel.
Example 2
This approach detects each worker’s head, and uses the ClassificationAgent to check for PPE.
Example 3
This approach uses the DenseCaptioningAgent to generate a text description of each person. These descriptions inform the classification task.