Open the chat where the image was sent. If you haven't already, tap the Download icon on the image preview.
By default, downloaded WhatsApp images are saved to your device's "WhatsApp Images" folder within the Gallery (Android) or Photos app (iOS). 📊 Report: Image Metadata Analysis
Click on the image to expand it, then click the Download icon (downward arrow) in the top-right corner.