├── .gitignore ├── 00-open-images-data-manipulation.ipynb ├── 01-open-images-data-manipulation.ipynb ├── 02-open-images-data-manipulation.ipynb ├── 03-open-images-data-manipulation.ipynb ├── 04-detectron2-small-model-building.ipynb ├── 05-detectron2-experiment-tracking.ipynb ├── 06-detectron2-experiment-tracking.ipynb ├── 07-creating-detectron2-labels-locally.ipynb ├── 08-GCP-data-manipulation.ipynb ├── 09-detectron2-model-tuning.ipynb ├── 10-detectron2-eval-and-inference.ipynb ├── README.md ├── app ├── .DS_Store ├── .gcloudignore ├── Dockerfile ├── app.py ├── app.yaml ├── images │ ├── example-amenity-detection 2.png │ └── example-amenity-detection.png ├── predictions │ └── bedroom-predictions.jpeg ├── requirements.txt └── retinanet_model_final │ └── retinanet_model_final_config.yaml ├── custom_images ├── IMG_6444.jpeg ├── IMG_6445.jpeg ├── IMG_6447.jpeg ├── IMG_6448.jpeg ├── IMG_6449.jpeg ├── IMG_6450.jpeg ├── IMG_6451.jpeg ├── IMG_6453.jpeg ├── IMG_6454.jpeg ├── IMG_6455.jpeg ├── airbnb-amenity-detection-workflow-large.png ├── airbnb-amenity-detection-workflow-no-bg.png ├── airbnb-article-cover.jpeg ├── airbnb-demo-image.png └── coffeemaker.jpg ├── downloadOI.py ├── explorer_notebook.ipynb └── preprocessing.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrdbourke/airbnb-amenity-detection/HEAD/.gitignore -------------------------------------------------------------------------------- /00-open-images-data-manipulation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrdbourke/airbnb-amenity-detection/HEAD/00-open-images-data-manipulation.ipynb -------------------------------------------------------------------------------- /01-open-images-data-manipulation.ipynb: -------------------------------------------------------------------------------- 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