TinyYoloV3

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

Supported Hardware (hw):

• cpu
• igpu

Supported Models (model):

• yolo-v3-tiny
• yolo-v3-tiny-mask

Examples:

REST API:

WIP

Configuration File:

```yaml
source:
- address: videos/sd_london_station_sd.mp4
  type: file
elements:
- name: infer
  args:
    model: yolo-v3-tiny
    hw: cpu
    score_threshold: 0.3
    iou_threshold: 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.