hlamba28/Automatic-Image-Captioning

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hlamba28/Automatic-Image-Captioning

hlamba28

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Generating Captions for images using Deep Learning

Automatic-Image-Captioning

Here I have implemented a first-cut solution to the Image Captioning Problem, i.e. Generating Captions for the given Images using Deep Learning methods.

For more detailed explanation, please refer my blog on Medium: https://medium.com/@harshall.lamba/image-captioning-with-keras-teaching-computers-to-describe-pictures-c88a46a311b8

UNET-TGS

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Jupyter Notebook

One-Shot-Learning-with-Siamese-Networks

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

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.

Jupyter Notebook

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.

Jupyter Notebook

Real-Estate

Jupyter Notebook

Stack-Overflow-Tag-Predictor

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

Jupyter Notebook