ARTIFICIAL INTELLIGENCE

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◍ A Simple Guide to Crowd Density Estimation

◍ Using Attention to Improve Neural Image Caption Generator

◍ Neural Image Caption Generator

◍ Mixture Density Networks

◍ Multi-Agent Deep Deterministic Policy Gradients

◍ Deep Deterministic Policy Gradients

VISUALISATION

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◍ Evaluating Crowd Density Estimation Models

◍ Exploring the Global Unicorn Club

◍ Languages Spoken Across the Globe

◍ Not a Galaxy Cluster

◍ Effect of parameters on Beam Search

◍ Decoding Algorithms for Language Generation

DEMO APP

◍ Generate Short Text using GPT-2

◍ Rank Facial Similarity in a Group Photo

◍ Which Movie Star Do You Look Like?

NOTEBOOKS

◍ CIFAR-10 Classification using Colab TPU Accelerator

◍ CIFAR-10 Classification using Colab GPU Accelerator

◍ TD Methods - Expected SARSA

◍ TD Methods - SARSAMAX

◍ TD Methods - SARSA

◍ Monte Carlo Control Methods

OTHERS

◍ 3D Printed Pan Tilt Mount for the Rover

◍ Tiny Robots