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Ankit's Projects

arnold5to15 icon arnold5to15

Sources of the book “Problems for children from 5 to 15” by V. I. Arnold

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

cnn-sentinel icon cnn-sentinel

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

gm_ve_v2 icon gm_ve_v2

Vegetation (Percent Tree Cover) - Global version - Version 2

gpdm icon gpdm

Original Pytorch implementation of the GPDM model introduced in "Generating natural images with direct patch distributions matching"

iunets icon iunets

A fully invertible U-Net for memory efficiency in Pytorch.

keras-rasterio icon keras-rasterio

A docker image for tree recognition project with keras, tensorflow and rasterio

ml-backtothebasics icon ml-backtothebasics

A repository for very basic implementation of commonly classes of artifical neural networks. Artifical datasets, simple models.

password_meter icon password_meter

This project implements a data-driven password meter. Its effects on password security and usability were evaluated in the following publication: http://www.blaseur.com/papers/CHI17meter.pdf and a demo is available at: https://cups.cs.cmu.edu/meter/

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

separate_instances icon separate_instances

Bunch of algorithms to be used during post-processing for separating individual trees.

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