shashank140195 Goto Github PK

affine-transformation

perform data augmentation by applying affine transformation to the images

american-sign-language-detection

Fine tuning Resnet50 and creating various CNN models with/without Regularization to detect the ASL sign languages

askdoc

This work includes script to find the demographics of the posters on AskDoc subreddit

automaticcxr-report-generation

Automated Medical Report Generation from Chest X-Rays Images

biomedical_qa_model

built a retriever which can efficiently retrieve the relevant Pubmed abstracts for a given biomedical domain question. performed MIPS to retrieve the top 10 passages and measured the accuracy of those 10 retrieved passages. We observed the top 10 accuracy is 0.69 based on our test dataset.

cancer_classification_lstm_rnn

cancer_non-cancer_classification_naive-bayes

This project includes data which are classified as Cancer and Non cancer by experts. We are using Naive Bayes method to classify the texts on test set.

cs505

CS505 Spring 2022 Final Project

equalisation-binarise

compute image statistics, histogram, histogram equalization and binarize it.

ethereum_counterfeit_product_identification

face-detection

Face, eyes and nose detection using HAAR

fine-tuning_cnn

Fine-tune the CNN trained on MNIST digit classification or the subset of PASCAL VOC 2005 dataset, for classification of images in fashion MNIST dataset.

finetune_llama2_lora

This repository contains the work to finetune Llama-2 7B HF model using LoRA on 1 A100 40GB GPU

image-inpainting

inpainting operation based on the algorithm Fast Marching to remove glare from the image.

lbp-hog-svm-feature-extraction

To develop a two-class fingerprint spoof detector that uses Local Binary Patterns (LBP) and Histogram of Oriented Gradients (HOG) features along with Support Vector Machines (SVM) to distinguish live fingerprints images from spoof samples

medtator

A Serverless Text Annotation Tool for Corpus Development

numpy

The fundamental package for scientific computing with Python.

osd-git101-workshop-2022

raredis

Project for end to end relation extraction on Rare Disease

sentiment_analysis_reddit_game_reviews

Sentiment analysis of some of the game reviews posted on subreddit r/gaming. This project could help businesses to improve the areas where there users feel needs imrovement

shashank140195

Config files for my GitHub profile.

vgg19-model

classification of randomly chosen images using VGG-19 model