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Ajay Krishnan's Projects

a-december-of-algorithms icon a-december-of-algorithms

Welcome to A December of Algorithms. This is a small collection of algorithms to implement this December. Finish it all to get a certificate. :)

a-december-of-algorithms-2019 icon a-december-of-algorithms-2019

Welcome to another year of A December of Algorithms. This is a small collection of algorithms to implement this December. Finish it all to get a certificate. :christmas_tree:

active_learning_coreset icon active_learning_coreset

Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

coco-text icon coco-text

COCO-Text API http://vision.cornell.edu/se3/coco-text/

grad_cam icon grad_cam

Implementation of Grad_Cam using PyTorch and Keras

intropythongis icon intropythongis

Worked examples for the CSC Finland Introduction to Python GIS course.

layerwiseclr icon layerwiseclr

ICLR CSS 2022 Project on Layer-Wise Contrastive Learning of Representations for Vision Transformers

mlcc icon mlcc

Machine Learning Study Jam

pycontrast icon pycontrast

PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers

random icon random

Random codes for random problems I usually run into

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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