扁平化手绘风碳排放管理场景插画素材

You are a professional designer, and you need to explain your design concepts to a client. Please visualize the following text to make it easier for the client to understand.：Measuring and Managing Total Carbon Footprint-- By leveraging open source tools such as CodeCarbon, a Python library that integrates with common machine learning frameworks like PyTorch and TensorFlow, CO₂ emissions generated during AI model training and inference can be estimated. In parallel, this strategy accounts for full lifecycle emissions by evaluating both operational emissions from direct energy use and embodied emissions associated with hardware manufacturing. Together, these practices enable more accurate carbon tracking and support continuous reduction of the project’s overall carbon footprint.