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All Projects → kaka-lin → Object Detection

kaka-lin / Object Detection

Licence: mit
Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)

Programming Languages

python
139335 projects - #7 most used programming language

Labels

tensorflowkerasobject-detectiondetectionyolov3

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Object Detection

Usage

1. tiny-YOLOv2

  • download the tiny-yolo file and put it to model_data file
$ python3 test_tiny_yolo.py

2. YOLOv3

  • download the yolov3 file and put it to model_data file
$ python3 test_yolov3.py

3. SSD-MobileNet v1

$ python3 test_ssd_mobilenet_v1.py

4. SSDLite-MobileNet v2 (tflite)

$ python3 test_ssdlite_mobilenet_v2.py

Compare

  • tiny-YOLOv2

  • YOLOv3

  • SSD-MobileNet v1

  • SSDLite-MobileNet v2 (tflite)

Acknowledgments

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