Images with natural context can provide better results than plain background. The following is an example image of the front yard of a house. The following is an example image of the front yard of a different house with a different background. Include images with varying lighting so that it covers the different lighting conditions that occur during inference (for example, with and without flash). You can also include images with varying saturation, hue, and brightness.

Renewable resources like sunlight provide a sustainable and carbon neutral mechanism to generate power. Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. This has created a huge demand for solar panels. Reaching out to potential customers at the right time, through the right channel, and with attractive offers is very crucial for solar and energy companies. They're looking for cost-efficient approaches and tools to conduct targeted marketing to proactively reach out to potential customers.