Task [video analysis] face analysis

[fabiocat93]

Integrate deepface, which includes tools for:

• face recognition,
• face verification,
• face embeddings extraction
• facial attribute analysis (age, gender, emotion, and race)

[fabiocat93]

Hi @brukew and @shriyajad, I know you have already started working on integrating Deepface. Here is an issue for discussing the project's design aspects and keeping track of the progress. Feel free to use this public space for commenting and asking questions

[fabiocat93]

hi guys @brukew @shriyajad, how is it going with this? I will extend your deadline (from Dec 13 to Jan 14). Please, let me know if you face any blockers

[brukew]

@shriyajad made a branch for this task, feel free to push changes there.

[brukew]

I will be free to hop on a call later today if you want to discuss any implementation ideas. @shriyajad

[brukew]

@shriyajad Based on your colab, I made a class called DeepFaceAnalysis (see #236) It has the same methods you had - I just added some docstrings and type annotations. Lmk what you think.

Next steps are to:

• write tests
• write API (just a level of abstraction beyond the class if we want to implement it differently in the future)
• write documentation
• write tutorial