US 2021/0201471 A1 · IMAGE-DATA-BASED CLASSIFICATION OF VACUUM SEAL PACKAGES

Abstract

Vacuum seal packages can be classified based on image data. Training image data is received that includes image data about first vacuum seal packages. Labels associated with the first vacuum seal packages are received, where each of the labels includes a state of one of the first vacuum seal packages. A trained classification model is developed based on the training image data and the received labels. Image data representative of a second vacuum seal package is received. The image data is inputted into the trained classification model, where the trained classification model is configured to classify a state of the second vacuum seal package based on the image data. The state of the second vacuum seal package is received from the trained classification model.

Claims22

Dependent claims

A system comprising:

a transportation system configured to transport vacuum seal packages, wherein each of the vacuum seal packages includes a food product;
an image sensor system including an image data capture system, wherein the image data capture system is arranged to capture image data of individual vacuum seal packages as the vacuum seal packages are transported by the transportation system;
and
one or more computing devices communicatively coupled to the image sensor system and configured to receive the image data from the image sensor system;
wherein the one or more computing devices include instructions that, in response to execution of the instructions by the one or more computing devices, cause the one or more computing devices to:
classify a state of one or more of the vacuum seal packages based on the image data using a trained classification model, and
output the state of the one or more of the vacuum seal packages after classification of the state of the one or more of the vacuum seal packages.

4 more elements

A computer-readable medium having instructions embodied thereon, wherein the instructions comprise instructions that, in response to execution by one or more computing devices, cause the one or more computing devices to:

receive training image data, the training image data comprising image data about a plurality of first vacuum seal packages;
receive labels associated with the plurality of first vacuum seal packages, wherein each of the labels includes a state of one of the plurality of first vacuum seal packages;
develop a trained classification model based on the training image data and the received labels;
receive image data representative of a second vacuum seal package;
input the image data into the trained classification model, wherein the trained classification model is configured to classify a state of the second vacuum seal package based on the image data;
and
receive the state of the second vacuum seal package from the trained classification model.

4 more elements

Dependencies are inferred from the claim text.

Image-data-based classification of vacuum seal packages

Life of this patent

Image-data-based classification of vacuum seal packages

Life of this patent

Abstract

Claims22