PATENT CLAIM ANALYSIS

Application Number: 15922572
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-09
Patent Classification: ["455", "457000"]

Abstract:
This disclosure relates generally to telecom inventory management, and more particularly to telecom inventory management via object recognition and localization using street-view images. In one embodiment, the method includes obtaining street-view images of a geographical area having telecom assets. The telecom assets are associated with corresponding GPS location coordinates. An object recognition model is applied to the street-view images to detect the telecom assets therein. Detecting the telecom assets includes associating the telecom assets with corresponding asset labels. A real-world location of the telecom assets is estimated in the geographical area by applying triangulation method on a set of multi-view images selected from the street-view images. The set of multi-view images are captured from a plurality of consecutive locations in vicinity of the telecom asset in the geographical area. The GPS location coordinates of the telecom assets are validated based at least on the estimated real-world location.

Claim (Index 15):
The system of  claim 10 , wherein to apply the object recognition model to detect the one or more telecom assets in the plurality of street-view images the one or more hardware processors are further configured by the instructions:\n predict, in the set of multi-view images, a bounding box containing a telecom asset of the one or more telecom assets and the corresponding asset label; and assign a confidence score to the predicted bounding box based on a threshold value of prediction.

Metadata:
- Claim Count in Document: 7.0
- Percentile: 90.0
- Lexical Diversity: 2.18056
- Patent Class: 455.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15436154', '13626050', '14360605', '12882930', '14307369']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6671874648665878
- 35 USC 102 Novelty (BERT): 0.4920237862598894
- Combined Prediction Score: 0.649671097005918
- Mean Citation Score: 178.38476599999996
- Max Citation Score: 192.90932
- Similarity Product: 138.0416116801882

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