Systems and methods for generating realtime quotes using machine learning algorithms are provided. The system includes a processor in communication with a client device, and a storage medium storing instructions that, when executed, cause the processor to perform operations including: receiving an image of a vehicle from the client device, extracting one or more features from the image, and identifying one or more attributes of the vehicle. The operations also include: based on the identified attributes, determining a make and a model of the vehicle, obtaining comparison information based at least in part on the determined make and model, estimating and transmitting a quote for the vehicle for display on the client device, based on the comparison information.