shubhampundhir
AI/ML Research @ IIITD | Ex-R&D Engineer@Powergrid R&D wing,New Delhi
POWERGRID INDIAINDIA
Pinned Repositories
Activity-Recognition-with-CNN-and-RNN
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
BEiT_ViT
BEiT-ImageNet22K ViT pretrained model fine-tuned on eMARG(custom) dataset.
cnn-lstm
CNN LSTM architecture implemented in Pytorch for Video Classification
dlv3-binaryClf
Binary classification using DeeplabV3plus on E-marg(custom) dataset.
FCN_PyTorch
FCN model implementation on CamVid dataset using PyTorch.
SegFormerB5-Cityscapes
SOTA model implementaion on Cityscapes dataset.
Stock-Market-Price-Prediction-by-LSTM
Our work is based on LSTM(RNN) where our task is to forcast Stock Price of above companies. Data is from 2016-2021 each day close prices, yes! we are working with close price of stocks and from last 100 days we will predict stock price of next day.
Text-Summarization-NLP
End-to-End NLP Project with GitHub Action, MLOps, and Deployment [Text Summarization]
Twitter-Sentimental-Analysis
We analyse sentiments of tweets which are in the form of tweets. I collected this data from Kaggle. By this strategy we can find good or bad tweets I mean which tweets are harmful and disrespectful according to Twitter guidlines.
Video-classification-using-CNN-LSTM
Video Classification based on road surface(good/bad) using Conv + LSTM setup.
shubhampundhir's Repositories
shubhampundhir/Video-classification-using-CNN-LSTM
Video Classification based on road surface(good/bad) using Conv + LSTM setup.
shubhampundhir/BEiT_ViT
BEiT-ImageNet22K ViT pretrained model fine-tuned on eMARG(custom) dataset.
shubhampundhir/dlv3-binaryClf
Binary classification using DeeplabV3plus on E-marg(custom) dataset.
shubhampundhir/Stock-Market-Price-Prediction-by-LSTM
Our work is based on LSTM(RNN) where our task is to forcast Stock Price of above companies. Data is from 2016-2021 each day close prices, yes! we are working with close price of stocks and from last 100 days we will predict stock price of next day.
shubhampundhir/Text-Summarization-NLP
End-to-End NLP Project with GitHub Action, MLOps, and Deployment [Text Summarization]
shubhampundhir/Twitter-Sentimental-Analysis
We analyse sentiments of tweets which are in the form of tweets. I collected this data from Kaggle. By this strategy we can find good or bad tweets I mean which tweets are harmful and disrespectful according to Twitter guidlines.
shubhampundhir/Audio-Classification-NLP
Audio/ Sound classification model using Deep Learning .
shubhampundhir/awesome-temporal-action-segmentation
A curated list of awesome temporal action segmentation resources.
shubhampundhir/CBAM
CBAM: Convolutional Block Attention Module for CIFAR100 on VGG19
shubhampundhir/Chicken-Disease-Classification-MLE
Deep Learning Project with Deployment, MLOps, and DVC [Chicken Disease Classification]
shubhampundhir/Customer-Personality-Analysis
Customer personality analysis helps a business to modify its product based on its target customers from different types of customer segments.
shubhampundhir/DeeplabV3plus_IDD_lite-dataset
Trained DeeplabV3plus on IDD_lite dataset
shubhampundhir/dlv3-seg_model
Semantic Segmentation with DeepLabV3+ implementation from scratch.
shubhampundhir/dlv3plus_binaryClf_VideoAnalytics
Binary classification using DeeplabV3plus on E-marg(custom) dataset that comprises of images and video analytics.
shubhampundhir/EMF3D_simulationdevops
-Inhouse Electric and Magnetic field Measurement Software Development(EMS)
shubhampundhir/flight-fare-prediction
This is a end to end Data Science project where the task is to predict the Fare of the flights (Indian Only). Data is in the form of Excel spreadsheets, one is for training purpose and the other is for testing.
shubhampundhir/InformationRetrieval_MLOps
Multimodal Retrieval System using Text as well as Images as the Input Data.
shubhampundhir/kaggle_projects
kaggle competition solutions.
shubhampundhir/Market-sales-Insights-SQL-Tableau
I performed data analytics with SQL queries(check SQL folder).
shubhampundhir/Medical-Personal-Cost-Prediction
In this project the task is to predict charges or cost of the person on the basis of his/her lifestyle, smoking habit, number of children's and person's home location.
shubhampundhir/Netflix-Recommendation-EDA-and-Visualisation
This is a recommendation system project based on Netflix dataset from Kaggle, IMDb dataset, Books dataset.
shubhampundhir/open_clip
An open source implementation of CLIP.
shubhampundhir/project-iitd
Detection(text extraction) of bus number from bus panel.Open-CV and Optical Character Recognition (OCR) for extracting the text on the bus.
shubhampundhir/RussianWildlife_Classification
Multi-Class Classification using Russian Wildlife(custom) dataset.
shubhampundhir/Spotify-Data-Analysis
I analysed the records available in dataset, visualise the data using EDA techniques, and built a ML model for predicting popularity of a song.
shubhampundhir/Student-Performance-ML-Project
This project understands how the student's performance (test scores) is affected by other variables such as Gender, Ethnicity, Parental level of education, Lunch and Test preparation course.
shubhampundhir/Time-Series-Analysis-and-Forecasting-
From given stock dataset, I analysed:- Stock performance over years, Create graphs related to different attributes with storytelling process, Build a model which can predict the stock price, Evaluate the model.
shubhampundhir/UNet_Pytorch_Caravan-dataset
Semantic Segmentation with U-NET implementation from scratch.
shubhampundhir/vision_transformer
shubhampundhir/zomato-restaurants-analysis
In this project I built a basic recommendation system for Zomato restaurants in Bangalore, IN.