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