PATENT CLAIM ANALYSIS

Application Number: 16431818
Application Type: Utility
Filing Date: 2019-06
Publication Date: 2019-12
Patent Classification: ["382", "100000"]

Abstract:
The network switching appliance that receives, compresses, decompresses and analyses any raw video stream emitting from image acquiring device such as a surveillance camera using Artificial Intelligence (AI). The network switching device is a low cost, low power device that is capable of receiving a transmitted video stream, performing image detection/recognition tasks, and transmitting an annotated video stream along with meta-data attached to the specific video stream and images to understand the visual content of the video stream.

Claim (Index 4):
The network switching appliance of  claim 3 , further comprising;\n an entity detection module to pass frames from one or more streams through a trained convolutional neural network executing on a convolutional neural network processing hardware to obtain regions of interest in the frames; an entity alignment module to process regions of interest obtained from an entity detection module and apply any affine transformations to them to make them upright by passing the regions of interest through a trained convolutional neural network executing on the convolutional neural network processing hardware to obtain keypoints/landmark locations; and an entity representation module to generate vector representations from aligned regions of interest obtained from an entity alignment module by passing the aligned regions of interest through a trained convolutional neural network executing on the convolutional neural network processing hardware to obtain high dimensional vector representations.

Metadata:
- Claim Count in Document: 27.0
- Percentile: 100.0
- Lexical Diversity: 1.52632
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15842605', '15794802', '16006674', '16109923', '15670021']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2794423340863232
- 35 USC 102 Novelty (BERT): 0.4618949000050823
- Combined Prediction Score: 0.2976875906781991
- Mean Citation Score: 164.34892599999995
- Max Citation Score: 168.31374
- Similarity Product: 143.0776783925414

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