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Harshitha Machiraju's Projects

autopilot-tensorflow icon autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

biir icon biir

Bio-Inspired Image Recognition (BIIR) is official code repo for the paper: Empirical Advocacy of Bio-inspired Models for Robust Image Recognition

darknet icon darknet

Windows and Linux version of Darknet Yolo v2 Neural Networks for object detection

ganotebooks icon ganotebooks

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

lzw- icon lzw-

Code for Lempel Ziv Welch compression algorithm

mufiacode icon mufiacode

Code for the attack multiplicative filter attack MUFIA, from the paper "Frequency-based vulnerability analysis of deep learning models against image corruptions".

munit icon munit

Multimodal Unsupervised Image-to-Image Translation

robustness icon robustness

Corruption and Perturbation Robustness (ICLR 2019)

speed-checker-with-8051 icon speed-checker-with-8051

8051 is old and rusty but its a nice way to build skills in embedded programming.The project i made was a simple speed checker which would find the speed of a moving object across the two ldr's. When the user asks for the older values of speed he can see the previous 8 speeds recorded(limitation of 8051 memory :P ).It was a simple project but took some time to implement on my own on 8051.

unit icon unit

Unsupervised Image-to-Image Translation

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