Nebula4869 / real-time-object-detection-EfficientDet

Real-time object detection using COCO-pretrained EfficientDet under Pytorch and TensorFlow

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real-time-object-detection-EfficientDet

Real-time object detection using COCO-pretrained EfficientDet under Pytorch and TensorFlow

Environment

  • python==3.6.5
  • torch==1.5.0
  • torchvision==0.6.0
  • tensorflow==1.15.0
  • opencv-python

Getting Started

  1. Download checkpoint and convert to .pb model files from this repo.
  2. Download Pytorch .pth model files from this repo
  3. Run "demo_pytorch.py" to detect with Pytorch model.
  4. Run "demo_tf.py" to detect with TensorFlow frozen model.

About

Real-time object detection using COCO-pretrained EfficientDet under Pytorch and TensorFlow

License:MIT License


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Language:Python 100.0%