PATENT CLAIM ANALYSIS

Application Number: 15948061
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["382", "190000"]

Abstract:
As provided herein, a domain model, corresponding to a domain of an image, may be merged with a pre-trained fundamental model to generate a trained fundamental model. The trained fundamental model may comprise a feature description of the image converted into a binary code. Responsive to a user submitting a search query, a coarse image search may be performed, using a search query binary code derived from the search query, to identify a candidate group, comprising one or more images, having binary codes corresponding to the search query binary code. A fine image search may be performed on the candidate group utilizing a search query feature description derived from the search query. The fine image search may be used to rank images within the candidate group based upon a similarity between the search query feature description and feature descriptions of the one or more images within the candidate group.

Claim (Index 20):
The system of  claim 19 , the image searching component configured to:\n responsive to the image comprising a rank above a ranking threshold, present the image to a user.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 91.0
- Lexical Diversity: 2.57143
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14730476', '15393201', '15524944', '12763466', '14861386']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2888430109960962
- 35 USC 102 Novelty (BERT): 0.5509735023595671
- Combined Prediction Score: 0.3150560601324433
- Mean Citation Score: 247.87971
- Max Citation Score: 442.24982
- Similarity Product: 242.79012735842585

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

Dataset: test