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Aousnik Gupta's Projects

covid19-crowd-control icon covid19-crowd-control

Invigilating the streets, looking for signs of violation of sanitary methods during the deadly spread of the novel coronavirus.

deepacs icon deepacs

Automating Jacob Frye walking around the busy environment of 1868 London in Assassin's Creed Syndicate, using end to end deep learning architecture (AlexNet), implemented with fastai

detr-torch icon detr-torch

Object Detection using Transformers. Comparing how Transformers are more accurate and faster than traditional CNN-only algorithms.

dropy icon dropy

Scaled down version of Microsoft's AirSim (drone only). Ideal for developers looking to control the drone via keyboard. 'dropy' is a utility package to control the simulator by writing minimal code, essentially useful for training of NNs and ideally suited for RL agents. Available on PyPI

hacktoberfest2020-contributions icon hacktoberfest2020-contributions

A beginner-friendly project to help you in open-source contributions. Made specifically for contributions in HACKTOBERFEST 2020! Hello World Programs and Algorithms! Please leave a star ⭐ to support this project! ✨

intel-ai-dc-to-the-edge icon intel-ai-dc-to-the-edge

Notebooks containing solutions of a course provided by Intel using Intel® Movidius Neural Compute Stick, Intel® DL Boost (VNNI) and Intel® Openvino Toolkit.

metaflow icon metaflow

Build and manage real-life data science projects with ease.

python-learning-course icon python-learning-course

Hey guys! This is my repository of the very basics of python. This repo does not contain any practice problems - but just enough to familiarize you with the syntax and features of the language

slam icon slam

Simplest implementation of Simultaneous Localisation and Mapping with Brute-force matching of necessary points. Visualized and optimized using Pangolin and g2o libraries of C++ respectively, build for python.

temporalcnn icon temporalcnn

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

tf2-gans icon tf2-gans

Basic implementation of different type of GAN models. This includes DCGAN, CDCGAN, Pix2Pix GAN, CycleGAN, Super Resolution GAN

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