In this project, I solved two tasks: given a photo, estimate age and gender of a person. Two different neural networks have been created and trained - the first by scratch, and the second via fine-tuning. Both neural networks have branch-like structure, which means that they can run training and inference for both tasks simultaneously.
Instruments used: Keras, Albumentations.
age_gender_estimation.ipynb
- general project filemodel_inference.ipynb
- file which shows how to perform model inference