xsuryanshx Goto Github PK

basic-face-detection

breast-cancer-classification

Breast Cancer Classification using CNN and transfer learning

cpg_detector

Building a neural network to count the number of CpGs (consecutive CGs) in given DNA (of N, A, C, G, T) sequences.

data-science-on-geospatial-data

The Copernicus Data Store (CDS) is a one stop shop for a wide range of historical and real time geospatial data from various remote sensing and on-the-ground weather observations. The following notebook is an approach to design a neural network to predict the [Total Precipitation] from the two input variables [Temperature of air at 2m above the surface, Volumetric soil water layer 1].

detecting-gan-generated-deepfake-images

In this project, we will propose an efficient CNN architecture to detect StyleGAN based DeepFake images, which performs at par with the current state-of-the-art methods.

dsml-projects

Just my collection of mini projects

gtzan-music-genre-classifier

image-caption-and-attributes-prediction

Designed two models where the first one will take any fashion image input and generate an AI based description and the second model will predict the Material, pattern and neckline attribute for the same image input.

machine-learning-deployment

Launch machine learning models into production using flask, docker etc.

medical-document-retrieval

Document embedding visualisations along with retrieval of top 10 most similar document based on query.,

plant-fate

Plant-FATE EVM

qa_json_bot

qaretrievalmodel

AI Question Answering model that answers the important questions related to PAN card.

sarcasm-detection-on-news-headlines

Used NLP and ML to compute the sarcasm used in news headlines

similar-word-search

This is a program for searching the most similar words in an input text document. The output is the top 10 words that have the most similar meaning/sentiment to input topic word from the input text document.

stock-prediction-model

This is just my hands on getting experience on creating a stock prediction model using LSTMs in tensorflow.

udacity-howtodownloadworkspaces

webinar-analytics-prediction

This project involves taking input in the form of audio recordings, converting the recordings into text and then using the text as an input to predict a paragraph using LSTMs from which we get the topic word using LDA. The topic visualization is done using pyLDAvis.

wikipedia-webscrapping

This is my approach to extract and create a corpus of medical words from wikipedia webpage using Glove embedding (Reminder: download the embedding from here to use it in this code https://nlp.stanford.edu/projects/glove/)

yolov4-classification

Customer and Employee classification model for security surveillance using Darknet, YOLOv4 and Tensorflow.