PATENT CLAIM ANALYSIS

Application Number: 16375675
Application Type: Utility
Filing Date: 2019-04
Publication Date: 2019-08
Patent Classification: ["209", "586000"]

Abstract:
A material sorting system sorts materials utilizing a vision system that implements a machine learning system in order to identify or classify each of the materials, which are then sorted into separate groups based on such an identification or classification determining that the materials are composed of either wrought aluminum or cast aluminum.

Claim (Index 1):
A system for classifying and sorting a first mixture of materials comprising wrought and cast aluminum scrap pieces, the system comprising:\n an image capturing device configured to produce image data of the first mixture of materials comprising wrought and cast aluminum scrap pieces; a conveyor system configured to convey the first mixture past the image capturing device; a data processing system comprising a machine learning system configured to classify certain ones of the first mixture as wrought aluminum scrap pieces based on the image data of the first mixture, wherein the classifying of certain ones of the first mixture is based on a first knowledge base containing a previously generated library of observed characteristics captured from a homogenous set of samples of wrought aluminum scrap pieces; and a sorter configured to sort the classified certain ones of the first mixture from the first mixture as a function of the classifying of certain ones of the first mixture.

Metadata:
- Claim Count in Document: 40.0
- Percentile: 100.0
- Lexical Diversity: 1.27907
- Patent Class: 209.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15213129', '16358374', '14747341', '12826315', '12326262']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.7043653982056128
- 35 USC 102 Novelty (BERT): 0.5264607205117656
- Combined Prediction Score: 0.6865749304362281
- Mean Citation Score: 243.136658
- Max Citation Score: 334.09674
- Similarity Product: 241.9285279862952

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test