PATENT CLAIM ANALYSIS

Application Number: 16351912
Application Type: Utility
Filing Date: 2019-03
Publication Date: 2019-07
Patent Classification: ["382", "117000"]

Abstract:
A user identification system includes an image recognition network to analyze image data and generate shape data based on the image data. The system also includes a generalist network to analyze the shape data and generate general category data based on the shape data. The system further includes a specialist network to compare the general category data with a characteristic to generate narrow category data. Moreover, the system includes a classifier layer including a plurality of nodes to represent a classification decision based on the narrow category data.

Claim (Index 1):
A user identification system, comprising:\n an image recognition network to analyze image data and generate shape data based on the image data; a generalist network to analyze the shape data and generate general category data based on the shape data; a specialist network to compare the general category data with a characteristic to generate narrow category data; and a classifier layer including a plurality of nodes to represent a classification decision based on the narrow category data.

Metadata:
- Claim Count in Document: 11.0
- Percentile: 99.0
- Lexical Diversity: 2.21429
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15150042', '14887966', '15679635', '15942008', '15795350']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3280071905279382
- 35 USC 102 Novelty (BERT): 0.5072284485821456
- Combined Prediction Score: 0.345929316333359
- Mean Citation Score: 142.90382119999995
- Max Citation Score: 262.68036
- Similarity Product: 218.0426686170888

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

Dataset: test