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object_detection_SSD

Python 3.6 Tensorflow 1.12 Implemention of Single Shot MultiBox Detector with MobileNetV2 Input size: 320x320 Dataset: DeepDrive

MobileNetV2 is a light weight feature extractor designed for mobile device. Threshold of nms is 0.6. Threshold of score is 0.85

Chuan Lu

Reference:

  1. SSD: https://arxiv.org/abs/1512.02325
  2. MobileNetV2: https://arxiv.org/abs/1801.04381
  3. https://github.com/tensorflow/models/tree/master/research/object_detection/models
  4. https://github.com/tanakataiki/ssd_kerasV2
  5. https://deepdrive.berkeley.edu/