PATENT CLAIM ANALYSIS

Application Number: 15926569
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["386", "248000"]

Abstract:
In one embodiment, a method receives a set of frames from a video at a first classifier. The first classifier classifies the set of frames with classification scores that indicate a confidence that a frame contains end credit content using the first classifier using a first model that classifies content from the set of frames. A second classifier then refines the classification scores from neighboring frames in the set of frames using a second classifier using a second model that classifies classification scores from the first classifier. A boundary point is selected between a frame in the set of frames considered not including end credit content and a frame in the set of frames including end credit content based on the refined classification scores.

Claim (Index 20):
An apparatus comprising:\n one or more computer processors; and a non-transitory computer-readable storage medium comprising instructions, that when executed, control the one or more computer processors to be configured for: receiving a set of frames from a video at a first classifier; classifying the set of frames with a set of classification scores indicating a confidence that a frame contains end credit content using the first classifier, the first classifier using a first model that classifies content from the set of frames; after performing the classifying by the first classifier, adjusting a classification score in the set of classification scores for a frame to another classification score using one or more classification scores from one or more neighboring frames to the frame using a second classifier, the second classifier using a second model that classifies classification scores from the first classifier and not content of the one or more neighboring frames that was used by the first classifier; and selecting a boundary point in the set of frames between a first frame in the set of frames that is considered to not include end credit content and a second frame in the set of frames that is considered to include end credit content using the adjusted classification score.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 2.58
- Patent Class: 386.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12372561', '14848216', '13359468', '13438435', '15199269']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.569199966651143
- 35 USC 102 Novelty (BERT): 0.4527598411941362
- Combined Prediction Score: 0.5575559541054423
- Mean Citation Score: 140.07469600000002
- Max Citation Score: 144.24467
- Similarity Product: 113.45004601213697

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