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Krunal Kshirsagar's Projects

automatic-image-captioning icon automatic-image-captioning

A neural network architecture(CNN+LSTM) that automatically generates captions from the images. The model uses ResNet architecture to train the Encoder while DecoderRNN has to be trained with our choice of trainable parameters. I have trained the model on the Microsoft Common Objects in COntext (MS COCO) dataset and have tested the network on fictitious images!

blog icon blog

Personal blog website - https://noob-can-compile.github.io/blog/

crap_slam icon crap_slam

Implementation of Simultaneous Localization And Mapping(SLAM) with Visual Odometry.

facial_keypoint_detection icon facial_keypoint_detection

In this project, I've built a facial keypoint detection model using various computer vision techniques as well as deep learning architectures which take in an image of a human face and predicts the location of 68 different key points on each face in a particular image.

geomstats icon geomstats

Computations and statistics on manifolds with geometric structures.

kalman_filters icon kalman_filters

Kalman filter finds the most optimum averaging factor for each consequent state. Also somehow remembers a little bit about the past states.

landmark_detection_robot_tracking_slam- icon landmark_detection_robot_tracking_slam-

Simultaneous Localization and Mapping(SLAM) also gives you a way to track the location of a robot in the world in real-time and identify the locations of landmarks such as buildings, trees, rocks, and other world features.

moms-spaghetti icon moms-spaghetti

Stash of some of the most potent research papers, blogs and videos on AI which I liked.

pysyft icon pysyft

A library for answering questions using data you cannot see

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reddit_saved_post_filter icon reddit_saved_post_filter

Python Script for filtering out NSFW posts(if you have saved some) from your saved posts and scraping Non-NSFW which is important post into a csv file,. Every time you run the script and you've saved some post the next time file gets updated with Title and the href link of the posts

suckerbug icon suckerbug

A python script to scrape photos from facebook's public pages.

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