DeepStack Action Detection - Custom Model v2

Version 2 of the DeepStack Custom Model for object detection API to detect human actions in images and videos. It detects the following actions

• calling
• clapping
• cycling
• dancing
• drinking
• eating
• fighting
• hugging
• kissing
• laughing
• listening-to-music
• running
• sitting
• sleeping
• texting
• using-laptop

Download the model actionnetv2.pt from the Assets section (below) in this release.

This Model is a YOLOv5x DeepStack custom model and that was trained for 150 epochs, generating a best model with the following evaluation result.

mAP@.50: 0.995
mAP@.95: 0.913

DeepStack Action Detection - Custom Model

A DeepStack Custom Model for object detection API to detect human actions in images and videos. It detects the following actions

• calling
• clapping
• cycling
• dancing
• drinking
• eating
• fighting
• hugging
• kissing
• laughing
• listening-to-music
• running
• sitting
• sleeping
• texting
• using-laptop

Download the model actionnet.pt from the Assets section (below) in this release.

This Model is a YOLOv5x DeepStack custom model and that was trained for 150 epochs, generating a best model with the following evaluation result.

mAP@.50: 0.9858
mAP@.95: 0.8051