Computer Vision Meetup: Visualizing Defects in Amazon’s ARMBench Using Embeddings and OpenAI’s CLIP
In this lightning talk, machine learning engineer Allen Lee from Voxel51 gave us a quick tour of Amazon’s recently released ARMBench dataset for training “pick and place” robots. You can learn more about how to create embeddings on the dataset using the FiftyOne Brain to derive interesting insights.
Allen Lee is a machine learning engineer at Voxel51
Companion Blog:
https://voxel51.com/blog/visualize-amazon-armbench-dataset-using-embeddings-and-clip/
Notebook used in the demo:
https://github.com/voxel51/fiftyone-examples/blob/master/examples/armbench_defect_detection.ipynb
Join the Computer Vision Meetup friendliest to your timezone:
https://www.meetup.com/pro/computer-vision-meetups/
Recorded on May 11, 2023 at the virtual Computer Vision Meetup.
#computervision #machinelearning #datascience #ai
In this lightning talk, machine learning engineer Allen Lee from Voxel51 gave us a quick tour of Amazon’s recently released ARMBench dataset for training “pick and place” robots. You can learn more about how to create embeddings on the dataset using the FiftyOne Brain to derive interesting insights.
Allen Lee is a machine learning engineer at Voxel51
Companion Blog:
Visualizing Defects in Amazon’s ARMBench Dataset Using Embeddings and OpenAI’s CLIP Model
Notebook used in the demo:
https://github.com/voxel51/fiftyone-examples/blob/master/examples/armbench_defect_detection.ipynb
Join the Computer Vision Meetup friendliest to your timezone:
https://www.meetup.com/pro/computer-vision-meetups/
Recorded on May 11, 2023 at the virtual Computer Vision Meetup.
#computervision #machinelearning #datascience #ai
