Kaggle Challenge on FIW Dataset This was the project I, Harish, Abhishek and Jayesh created as a capstone project at IIT-Hyderabad under the supervision of Ms.Nazil Parveen.
The we are supposed to accurately detect if the 2 images are similar to each other such that a kinship could be proved between the two. (Eg: Father-Son, Mother-Son count as related entities, but Husband-Wife do not)
We have used a Siamese One-Shot learning method, and used VGG-Face to extract important features.The final reult is derived on the basis on cosine similarity of the features.
Please read the PPTX file to understand the project in more detail