Swarup Ghosh

You need to use the `preprocess_image` function which is an essential part of the train and test data pipeline. In your case the function can be called in the following...

For training the DeepFace network, 2D aligned (2D frontalisation using 5 fiducial points similar to the one specified in paper) images from the VGGFace2 dataset have been used. It is...

The code for the 2D face alignment seems fine. The only limitation being that the `model.predict` method can make accurate predictions only after the model has been fine tuned (last...

@ZHUANG-JLU Hello, Shortly I'm sharing a complete piece of code which'll help you perform face verification based on the DeepFace pre-trained model. Sorry for the delay in reply.

@ZHUANG-JLU, What is the actual problem that you're motivated to solve? Is it a face verification task (relating to matching a pair of images whether they belong to same person...

@ZHUANG-JLU, Did you look into this code? [FineTuning DeepFace on a smaller dataset.ipynb](https://colab.research.google.com/drive/1otl-4tJaCfyCJF33bvnjzeuUdldcWysA)

> @ZHUANG-JLU, > Did you look into this code? > [FineTuning DeepFace on a smaller dataset.ipynb](https://colab.research.google.com/drive/1otl-4tJaCfyCJF33bvnjzeuUdldcWysA) Hi @thepranaygaur, Can you refer to the notebook provided in the link to run...

Hi @FunkyKoki, thanks for reaching out! In my repository, the DeepFace model which have been trained on VGGFace2 dataset uses tight face crops with 2D alignment only (atleast, as of...

Hey @zzzzmoya, That sounds like an interesting concept. Indeed, the original VGG-Face2 dataset focuses on a detailed study about various facial attributes. I'm not sure about what [serengil/deepface](https://github.com/serengil/deepface) offers with...

> Hey @swghosh, awesome post! I have a question: > > Could the classification task be repurposed to say facial analysis? Eg: Using the same data hierarchical structure, what if...