Using image augmentation with simulated objects for training machine learning models in autonomous driving applications
TE Choe, P Hao, X Lin, M Park - US Patent 11,801,861, 2023 - Google Patents
In various examples, systems and methods are disclosed that preserve rich, detail-centric
information from a real-world image by augmenting the real-world image with simulated …
information from a real-world image by augmenting the real-world image with simulated …
Generating synthetic images and/or training machine learning model (s) based on the synthetic images
S Hinterstoisser, H Heibel - US Patent 11,488,351, 2022 - Google Patents
Particular techniques for generating synthetic images and/or for training machine learning
model (s) based on the generated synthetic images. For example, training a machine …
model (s) based on the generated synthetic images. For example, training a machine …
Method and system for obtaining and processing foreground image and background image
Q Li, Q Guo, W Lu, J Yin - US Patent 12,100,162, 2024 - Google Patents
A method and system for image processing are provided in the present disclosure. The
method may include obtaining a first image and determining whether there is an object of …
method may include obtaining a first image and determining whether there is an object of …
In-vehicle synthetic sensor orchestration and remote synthetic sensor service
B Francis, NJ Lefler - US Patent App. 18/600,523, 2024 - Google Patents
A system comprising one or more computers implements a synthetic sensor service
configured to deploy synthetic sensors to an in-vehicle computing device implementing a …
configured to deploy synthetic sensors to an in-vehicle computing device implementing a …
Generating synthetic images and/or training machine learning model (s) based on the synthetic images
S Hinterstoisser, H Heibel - US Patent 11,741,666, 2023 - Google Patents
Particular techniques for generating synthetic images and/or for training machine learning
model (s) based on the generated synthetic images. For example, training a machine …
model (s) based on the generated synthetic images. For example, training a machine …
In-vehicle synthetic sensor orchestration and remote synthetic sensor service
B Francis, NJ Lefler - US Patent 11,954,471, 2024 - Google Patents
A system comprising one or more computers implements a synthetic sensor service
configured to deploy synthetic sensors to an in-vehicle computing device implementing a …
configured to deploy synthetic sensors to an in-vehicle computing device implementing a …
In-vehicle distributed computing environment
ERM Rodriguez, B Francis, DJ Mifsud… - US Patent …, 2023 - Google Patents
A system comprising one or more computers implements a synthetic sensor service
configured to deploy synthetic sensors to in-vehicle computing devices implementing an in …
configured to deploy synthetic sensors to in-vehicle computing devices implementing an in …
Detecting one or more objects in an image, or sequence of images, and determining a category and one or more descriptors for each of the one or more objects …
L Karpas, F Bitonti, A Khan - US Patent 11,605,235, 2023 - Google Patents
In an embodiment, an image-capture system, includes an image-capture device and
computing circuitry. The imagecapture device is configured to capture an image of a region …
computing circuitry. The imagecapture device is configured to capture an image of a region …
Systems and methods for training image detection systems for augmented and mixed reality applications
T Marco, J Voyles, LIM Kyungha, K Paul… - US Patent …, 2023 - Google Patents
Described are system, method, and computer-program product embodiments for develo**
an object detection model. The object detection model may detect a physical object in an …
an object detection model. The object detection model may detect a physical object in an …