PATENT CLAIM ANALYSIS

Application Number: 16362866
Application Type: Utility
Filing Date: 2019-03
Publication Date: 2019-07
Patent Classification: ["706", "012000"]

Abstract:
A system and method of navigating in areas. A machine learning model is trained in multiple levels with data concerning basic interpretation of sensors and with analysis of the layout of areas. The model is downloaded to a second processor which may further train the model with sensor data gathered after the download. Additional sensor data along with data from a server or other sources may be used as an input to the model and the second or another processor evaluates the model with the inputs to create outputs which determine the state of compliance. Specific applications include movement around in areas of interest. A vehicle which is controlled by a driver or by data from the machine loading model and it's analysis may be included. The model is used to calculate a path which may be displayed in visual, auditory or tactile modes.

Claim (Index 15):
A method of navigating in an area comprising:\n (a) gathering information about conditions in the area with a sensor located in the area; (b) uploading the information to a server and training a machine learning model to recognize objects in the area; (c) downloading the model to a processor with a sensor located in the area; (d) using the machine learning model with the processor to recognize objects in the area with the sensor of the processor; (e) calculating a path in the area based on the recognized objects; and (f) navigating the area with the use of the path.

Metadata:
- Claim Count in Document: 44.0
- Percentile: 99.0
- Lexical Diversity: 1.88889
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15885684', '16046136', '15828629', '15864026', '15693093']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3564402858134155
- 35 USC 102 Novelty (BERT): 0.5129307362459304
- Combined Prediction Score: 0.372089330856667
- Mean Citation Score: 182.41002200000003
- Max Citation Score: 299.46146
- Similarity Product: 202.19558808211804

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