Image analysis and identification using machine learning with output estimation

A computer-implemented method for processing an image including a vehicle using machine learning, the method comprising:

• authenticating a user of a client device;
• receiving an image of a vehicle from the client device;
• inputting the image to an input layer of a first convolutional neural network;
• extracting one or more features from an output layer of the first convolutional neural network;
• inputting the extracted features to an input layer of a second convolutional neural network;
• identifying an attribute of the vehicle from an output layer of the second convolutional network;
• retrieving account information of the user based on the authentication, wherein the account information includes information from a pre-qualification vehicle financing application;
• estimating a purchase quote or a lease quote for the vehicle based on the account information and the identified attribute of the vehicle;
• and
• transmitting the estimated purchase or lease quote for display on the client device.

A non-transitory computer-readable medium storing instructions that, when executed by a processor, cause the processor to operate a computer system for processing an image including a vehicle using machine learning, comprising:

• authenticating a user of a client device;
• receiving an image of a vehicle from the client device;
• inputting the image to an input layer of a first convolutional neural network;
• extracting one or more features from an output layer of the first convolutional neural network;
• inputting the extracted features to an input layer of a second convolutional neural network;
• identifying an attribute of the vehicle from an output layer of the second convolutional network;
• retrieving account information of the user based on the authentication, wherein the account information includes information from a pre-qualification vehicle financing application;
• estimating a purchase quote or a lease quote for the vehicle based on the account information and the identified attribute of the vehicle;
• and
• transmitting the estimated purchase or lease quote for display on the client device.