Predictions

Model predictions in jupyter

  • Provide paths to celeb_mapping.json and celeb_index.ann files in celeb_recognition.ipynb file. If you want to try my model, ignore this step.
  • Run all the cells in the celeb_recognition.ipynb file, the final cell will provide widgets for uploading images and making predictions (this will also download the necessary model files).
  • NOTE: celeb_recognition.ipynb is a standalone file and does not require any other files from the repo for running.

Model predictions in python

  • Provide paths to celeb_mapping.json and celeb_index.ann files in celeb_recognition.py and celeb_utils/celeb_utils.py files. If you want to try my model, ignore this step.
  • Run celeb_recognition.py file, provide path to image in the file.
  • Output includes a list of the identified faces, bounding boxes and the predicted celeb name (unknown if not found).
  • It also displays the output with bounding boxes.

Sample image output

Image

Image