In the instant photography and social media age, the art of capturing street scenes has evolved immensely. With just a click, anyone can take a snapshot of their environment and share it with the world. However, this accessibility also brings a significant challenge: the tendency to over-crop images. While cropping can enhance a photo's composition or highlight particular details, over-cropping risks stripping away crucial context, ultimately misrepresenting the story behind the photograph.