PATENT CLAIM ANALYSIS

Application Number: 15992108
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["600", "301000"]

Abstract:
A system and methods for a machine learning exercise belt comprising a belt, gyroscope, accelerometer, pressure sensor, electromyography (EMG) sensor and wireless adaptor, which may use machine learning algorithms and network communication to determine a weight lifter's form and intensity during exercise and provide feedback if they are performing an exercise with poor form, to help avoid injury and other consequences from poor form during weight lifting exercises.

Claim (Index 1):
A system for a machine learning exercise belt, comprising:\n a smart weight training belt comprising at least a processor, a memory, an accelerometer, a gyroscope, a pressure sensor, an electromyography sensor, a wireless network adapter, and a first plurality of programming instructions stored in the memory and operating on the processor, wherein the first plurality of programming instructions, when operating on the processor, cause the processor to:\n measure force caused by acceleration; \n gauge the orientation of the smart weight training belt; \n measure pressure exerted on the interior of the belt; \n measure the electrical activity of a given muscle; \n communicate with devices over a wireless network; \n a smart phone device comprising at least a processor, a memory, a display screen, a wireless network adapter, and a second plurality of programming instructions stored in the memory and operating on the processor, wherein the second programming instructions, when operating on the processor, cause the processor to:\n communicate with devices over a wireless network; \n connect to the Internet; \n display information on a display screen; \n execute a weight training application; \n a remote server comprising at least a processor, a memory, a data store, and a third plurality of programming instructions stored in the memory and operating on the processor, wherein the third programming instructions, when operating on the processor, cause the processor to:\n perform read-write operations; \n communicate with other devices over a network including the Internet; \n perform operations on data; and \n operate machine learning algorithms using stored data.

Metadata:
- Claim Count in Document: 38.0
- Percentile: 93.0
- Lexical Diversity: 1.44444
- Patent Class: 600.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14447562', '15268619', '14515540', '15853746', '12975306']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4408278700057019
- 35 USC 102 Novelty (BERT): 0.4669023311054897
- Combined Prediction Score: 0.4434353161156807
- Mean Citation Score: 148.64671400000003
- Max Citation Score: 151.27776
- Similarity Product: 104.99504378047943

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

Dataset: test