TinyYoloV3

This module implements pre- and post-processing for the TinyYoloV3 and TinyYoloV3Mask models.

Supported Hardware (<e-hw>):

• cpu
• igpu

Supported Models (<e-model>):

• yolo-v3-tiny
• yolo-v3-tiny-mask

Examples:

REST API:

WIP

Configuration File:

short-from : <e-hw>:<e-model>:<e-mode>:<f-score_threshold>:<f-iou_threshold>

source:
- address: https://youtu.be/jY86pXeTOLw
- type: youtube
pipeline:
- cpu:yolo-v3-tiny:a:0.3:0.3

References:

• YOLO: Real-Time Object Detection
• DarkNet

TinyYoloV3 Objects

class TinyYoloV3(Detector)

TinyYoloV3 pre-processing and post-processing class.

Attributes:

• models list - List of supported models.

TinyYoloV3Mask Objects

class TinyYoloV3Mask(TinyYoloV3)

TinyYoloV3Mask pre-processing and post-processing class.

Attributes:

• models list - List of supported models.