Sagar-modelling
Sagar Kandpal's main research is focused on the Application of Machine Learning, Deep Learning Models to real-world use cases, and Multiphysics Problems !!
TataIQ, IIT GandhinagarBanglore, Karnataka
Pinned Repositories
aws_S3_files
AWS -Upload,Read And Write And Download Files In And From S3 bucket Using Python
Covid_classification
To Build a Deep Learning Model in Python that automatically detects the Patient having Covid-19 or not from chest X-ray images.
Fire_Fighting
Fire and Smoke Recognition using Deep Learning(Image Classification) Model for a Fire Fighting Robot
Handwriting_Recognition_CRNN_LSTM
In this notebook, we'll go through the steps to train a CRNN (CNN+RNN) model for handwriting recognition. The model will be trained using the CTC(Connectionist Temporal Classification) loss.
Lane_Detection
Real-Time Lane Detection using OpenCV (Self-Driving Car Project!)
LSTM_Autoencoders
Steps to follow for Anomaly Detection: Construct an LSTM Autoencoder on the stock price data, assuming there are no anomalies. Generate the error threshold on training dataset. Detect Anomaly using the threshold on test dataset.
Manufacturing_ML
Project objective: Develop an integrated Evolutionary Approach for Modelling and Optimization using Multigene Genetic Programming and a Multi-objective Genetic Algorithm for Machining, Drilling, and Welding process parameters using GPTiPS Matlab.
ML_Live_Class
Machine Learning Datasets Implementation
Movie_Recommender_System
A content based movie recommender system using cosine similarity.
Word_Line_Segmentataion
Lines and words Segmentation of IAM Forms dataset using OpenCV.
Sagar-modelling's Repositories
Sagar-modelling/ML_Live_Class
Machine Learning Datasets Implementation
Sagar-modelling/LSTM_Autoencoders
Steps to follow for Anomaly Detection: Construct an LSTM Autoencoder on the stock price data, assuming there are no anomalies. Generate the error threshold on training dataset. Detect Anomaly using the threshold on test dataset.
Sagar-modelling/DVC_MLOPS
Creating ML pipeline using DVC !
Sagar-modelling/GNN
Using Torch and Torch Geometric for defining a graph
Sagar-modelling/ML_FlOW
ML_FLOW example
Sagar-modelling/perceptron_package
Perceptron Implementation using OR,AND,XOR and NAND gates.
Sagar-modelling/Sagar-modelling
Config files for my GitHub profile.
Sagar-modelling/Time_Series_forecasting
Time Series forecasting using Statistical and Deep Learning Models
Sagar-modelling/XAI
Explainable AI modules(LIME, SHAP)
Sagar-modelling/Yolo_V5_streamlit
Custom Object Detection using streamlit webapp
Sagar-modelling/90DaysOfDevOps
This repository is my documenting repository for learning the world of DevOps. I started this journey on the 1st January 2022 and I plan to run to March 31st for a complete 90-day romp on spending an hour a day including weekends to get a foundational knowledge across a lot of different areas that make up DevOps.
Sagar-modelling/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Sagar-modelling/awesome-rl
Reinforcement learning resources curated
Sagar-modelling/Demo
Hello Python
Sagar-modelling/Deployment_Repo
Sagar-modelling/Detectron2
Detectron2 Setup
Sagar-modelling/Face_Recognition_Project
Modern Face Recognition with Deep Learning.
Sagar-modelling/Faster_pandas
Testing, performance, Memory Management
Sagar-modelling/FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
Sagar-modelling/models
Models and examples built with TensorFlow
Sagar-modelling/Motif_Discord
Motif and Discord Detection using Matrix Profile analysis
Sagar-modelling/netron
Visualizer for neural network, deep learning, and machine learning models
Sagar-modelling/OIDv4_ToolKit
Download and visualize single or multiple classes from the huge Open Images v4 dataset
Sagar-modelling/OPenPose
Installing OpenPose with CUDA 10.1 and cuDNN for Ubuntu 18.04
Sagar-modelling/Quadrotor-Dynamics
Quadrotor Dynamics Implementation in Matlab !
Sagar-modelling/ResourceBank_CV_NLP_MLOPS_2022
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
Sagar-modelling/ROS_Motion
Moving Turtlesim robot in a straight Line, rotating left and right, Go to goal Location,Spiral control and cleaning application.
Sagar-modelling/ROS_Topics_Services
Basics of setting up ROS Workspace, creating packages and custom ROS topics, messages and services.
Sagar-modelling/Tensorflow2_Object_Detection
In this Object Detection Tutorial, we’ll focus on Deep Learning Object Detection as Tensorflow uses Deep Learning for computation.
Sagar-modelling/TFOD_setup
Setup for custom object detection model using the Tensorflow Object Detection API.