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Rahul Khurana's Projects

art-generation icon art-generation

Deep learning approach to compose one image in the style of another image

auto_yolo icon auto_yolo

Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.

bikes-assessment icon bikes-assessment

Model to estimate the bike demand in future given the parameters as observed in the past.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dfm icon dfm

Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

eda icon eda

Exploratory Data Analysis (EDA) for Californian housing data

factseg icon factseg

FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery (TGRS)

flappy-bird icon flappy-bird

Using Neuroevolution Of Augmenting Topologies trained an agent to play a clone of the Flappy Bird game

graphgym icon graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

i2ise icon i2ise

Image to Image Search Engine

multidigitmnist icon multidigitmnist

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

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