hlamba28/One-Shot-Learning-with-Siamese-Networks

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hlamba28/One-Shot-Learning-with-Siamese-Networks

hlamba28

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Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset

One-Shot-Learning-with-Siamese-Networks

Please refer my blog post for detailed explanation of this project and datasets links: https://medium.com/@harshall.lamba/one-shot-learning-with-siamese-networks-using-keras-17f34e75bb3d

UNET-TGS

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Jupyter Notebook

Automatic-Image-Captioning

Generating Captions for images using Deep Learning

Jupyter Notebook

Offline-Signature-Verification-using-Siamese-Network

Identifying forged signatures using convolutional siamese networks implemented in Keras

Jupyter Notebook

Word-Level-Eng-Mar-NMT

Translating English sentences to Marathi using Neural Machine Translation

Jupyter Notebook

NMT-with-Attention-Mechanism

In this project I implement Neural Machine Translation using Attention mechanism. The code is written using the TensorFlow library in Python. I have used TensorFlow functionalities like tf.data.Dataset to manage the input pipeline, Eager Execution and Model sub classing to create the model architecture.

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New-York-Taxi-Demand-Prediction

Predicting demand of Taxi in a given area and location of New York City.

Jupyter Notebook

Personalized-Cancer-Diagnosis

Classify genetic mutations based on text literature.

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Real-Estate

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Stack-Overflow-Tag-Predictor

Tags Prediction given the query title and description on Stack Overflow website

Jupyter Notebook