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Blog Posts
Panoramic Image Stitching
Computer Vision
Guntas Singh Saran
Dec 7, 2024
Panoramic Image Stitching [Code]
Computer Vision
Guntas Singh Saran
Dec 5, 2024
Harris and Hessian Corner Detection using OpenCV
Computer Vision
Guntas Singh Saran
Oct 22, 2024
Laplacian Image Blending using OpenCV
Computer Vision
Guntas Singh Saran
Oct 22, 2024
Image InPainting using the learnt LDM
Generative Models
Guntas Singh Saran
Jul 7, 2024
Implementing Latent Diffusion Models over CelebAHQ
Generative Models
Guntas Singh Saran
Jul 4, 2024
DDPM Implementation over Celebrity Faces
Generative Models
Guntas Singh Saran
Jun 20, 2024
DDPM Implementation using UNet Architecture
Generative Models
Guntas Singh Saran
Jun 18, 2024
Maths behind Diffusion Probabilistic Models
Generative Models
Guntas Singh Saran
Jun 8, 2024
Deep Convolutional GAN over MNIST Digits
Generative Models
Guntas Singh Saran
May 27, 2024
Maths behind Variational Autoencoders
Generative Models
Guntas Singh Saran
May 20, 2024
Next Character Prediction using MLP
Neural Networks
NLP
Guntas Singh Saran
Mar 21, 2024
MNIST and Fashion MNIST Classification using MLP
Neural Networks
Guntas Singh Saran
Mar 15, 2024
Decision Boundaries using MLP
Neural Networks
Guntas Singh Saran
Mar 14, 2024
Mauna Lua
\(CO_2\)
forecasting using MLP
Neural Networks
Forecasting
Hrriday V. Ruparel
Mar 13, 2024
Low Rank Decompostion and Factorisation for Image Reconstruction
Image Processing
Guntas Singh Saran, Hrriday V. Ruparel
Mar 6, 2024
Superresolution using Random Fourier Features
Image Processing
Guntas Singh Saran, Hrriday V. Ruparel
Mar 6, 2024
Image reconstruction using Random Fourier Features vs Rank Decomposition
Image Processing
Guntas Singh Saran, Hrriday V. Ruparel
Mar 6, 2024
Gradient Descent with Momentum
Gradient Descent
Guntas Singh Saran
Feb 20, 2024
Adversarial Attacks - Arjun Bhagoji - IITGN Talk
Generative Models
Arjun Nitin Bhagoji
Feb 16, 2024
Densest Subgraph Greedy Algorithm on Facebook Large Page-Page Network
Clustering
Guntas Singh Saran
Feb 6, 2024
Clustering Algorithms - KMeans, KCenter, Single Linkage Agglomeration
Clustering
Guntas Singh Saran
Feb 5, 2024
Time Series data of UCI-HAR Dataset
Classfication
Guntas Singh Saran, Hrriday V. Ruparel
Jan 24, 2024
Feature Extraction using TSFEL on UCI-HAR Dataset
Classfication
Guntas Singh Saran, Hrriday V. Ruparel, Jiya Desai
Jan 24, 2024
Model Deployment on Feature Extracted Data
Classfication
Guntas Singh Saran, Hrriday V. Ruparel
Jan 24, 2024
Decision Tree Classifier built from scratch
Classfication
Hrriday V. Ruparel
Jan 24, 2024
Model Deployment on Raw Time Series Data
Classfication
Guntas Singh Saran, Hrriday V. Ruparel
Jan 24, 2024
Average and Max Pooling built from scratch
Convolution
Guntas Singh Saran
Dec 19, 2023
Modelling of Particles using Object-Oriented Programming
OOP
Guntas Singh Saran
Dec 18, 2023
Edge Detecting Filters using Sobel Operators
Convolution
Guntas Singh Saran
Dec 18, 2023
Convolution operations built from scratch
Convolution
Guntas Singh Saran
Dec 17, 2023
Visualising Gradient Descent for two variable case
Gradient Descent
Guntas Singh Saran
Dec 16, 2023
Linear Regression
Linear Regression
Guntas Singh Saran
Dec 15, 2023
Lagrange Interpolation and Map Projection
Numerical Analysis
Guntas Singh Saran
Oct 1, 2023
Probability Distributions visualized from their PMFs and PDFs
Probability
Guntas Singh Saran
Jul 9, 2023
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