A set of examples for computer vision use cases on AWS (SageMaker, Ground Truth, Rekognition, etc).
These workshops are created for demonstration/education purposes only and are not official AWS samples: Check out the AWS Samples GitHub and AWS Solutions page for official content.
- sm_processing: Parallelized batch video frame image extraction with SageMaker Processing
- gt_object_det: Object detection (bounding boxes) using SageMaker Ground Truth for image labelling, and exploring Rekognition and SageMaker for model fitting
- mxnet_gluon_mnist: Image classification on MNIST Digits hand-written numbers data set with MXNet GluonCV
- tf_script_mode: TensorFlow model training and serving with SageMaker (also on MNIST Digits)