Object Detection Using Faster R-CNN, TensorFlow 2

Create a custom Object Detection by fine-tuning a base line Faster R-CNN Resnet101 on a custom bird dataset.

Tech Stack

  • TensorFlow 2
  • Pandas, Numpy, sklearn, keras
  • TensorFlow Object Detection API
  • Python, Jupyter Notebook
  • Base line: Faster R-CNN Resnet101 (downloaded from the Object Detection Zoo)


  • The video is based on non-scripted spontaneous comments (some errors: “dataset” instead of “database”, 21 evaluation points and not 21000)

Deployment preview

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