PATENT CLAIM ANALYSIS

Application Number: 16010380
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2019-09
Patent Classification: ["705", "035000"]

Abstract:
The present disclosure relates to systems, methods, and computer readable media for processing an image including a vehicle using machine learning. The systems can include determining a location of the client device. The systems can further include receiving a first image of a vehicle from an image sensor of the client device and matching, using machine learning, the first image to one or more images of vehicles in a vehicle database to identify the vehicle. The vehicle database can list vehicles located at the determined location of the client device and images of the vehicles. The systems can include retrieving vehicle information from the vehicle database, based on the identified vehicle, and obtaining comparison information based at least in part on the vehicle information. The systems can include estimating a quote for the vehicle based on the comparison information and transmitting the estimated quote for display on the client device.

Claim (Index 29):
The system of  claim 21 , wherein obtaining the vehicle information from the vehicle database using the client device image attributes includes:\n retrieving records from the vehicle database using the client device image attributes, the records including database images; applying the database images to the first convolutional neural network to generate database image features; and identifying database images satisfying a matching criterion by comparing the client device image and the database images using the client device image features and the database image features.

Metadata:
- Claim Count in Document: 59.0
- Percentile: 94.0
- Lexical Diversity: 2.57143
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15915998', '15916218', '15916137', '15916124', '15915947']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1364843179219573
- 35 USC 102 Novelty (BERT): 0.5558722404546091
- Combined Prediction Score: 0.1784231101752225
- Mean Citation Score: 374.45159800000016
- Max Citation Score: 439.2632
- Similarity Product: 301.8691896252632

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test