PATENT CLAIM ANALYSIS

Application Number: 16011437
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-12
Patent Classification: ["701", "301000"]

Abstract:
A method for determining event data including: sampling a first data stream within a first time window at a first sensor of an onboard vehicle system coupled to a vehicle, extracting interior activity data from the first data stream; determining an interior event based on the interior activity data; sampling a second data stream within a second time window at a second sensor of the onboard vehicle system; extracting exterior activity data from the second image stream; determining an exterior event based on the exterior activity data; correlating the exterior event and the interior event to generate combined event data; automatically classifying the combined event data to generate an event label; and automatically labeling the first time window of the first data stream and the second time window of the second data stream with the combined event label to generate labeled event data.

Claim (Index 1):
A method for determining event data comprising:\n sampling a first image stream within a first time window at an interior-facing camera of an onboard vehicle system, wherein the onboard vehicle system is integrated into a mountable unit coupled to a vehicle at a single interior location; extracting interior activity data from the first image stream; determining an interior event based on the interior activity data; sampling a second image stream within a second time window at an exterior-facing camera of the onboard vehicle system, wherein the first and second time window are coextensive; extracting exterior activity data from the second image stream; determining an exterior event based on the exterior activity data; correlating the interior event with the exterior event to generate combined event data; automatically classifying the combined event data to generate an event label; and automatically labeling the first image stream within the first time window and the second image stream within the second time window with the event label to generate labeled training data; transmitting the labeled training data to a remote computing system; and aggregating the labeled training data at the remote computing system with a corpus of labeled training data, wherein the corpus of labeled training data is received from a plurality of onboard vehicle systems operating in a plurality of vehicles.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 94.0
- Lexical Diversity: 3.25532
- Patent Class: 701.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16011013', '15621835', '15805348', '14829272', '16011269']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3678371677209371
- 35 USC 102 Novelty (BERT): 0.4616475719485508
- Combined Prediction Score: 0.3772182081436985
- Mean Citation Score: 127.4452152
- Max Citation Score: 152.51764
- Similarity Product: 120.44850317328692

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

Dataset: test