Mihir Tripathy's Projects
Constructing 3D models out of 2D images
The AI Radiologist You Can Chat With
A tool to keep track of spacecrafts and rocket boosters with fun statistics.
Segmenting tumors using attention mechanism and ResNet based model in brain MRI scans from the BRaTs 2020 dataset.
Colorizing grayscale images using a basic Autoencoders implementation
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Implementation of the basic diffusion model paper from scratch using PyTorch.
Understanding the code of life: Generative models of regulatory DNA sequences based on diffusion models.
Testing neural networks using Pytorch. Data taken from MNIST Database
🚀✨ Help beginners to contribute to open source projects
Self-supervised fMRI foundation model
fMRI-to-image reconstruction on the NSD dataset.
"FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting", Zehao Zhu, Zhiwen Fan, Yifan Jiang, Zhangyang Wang
Deep Learning for humans
High-Resolution Image Synthesis with Latent Diffusion Models
Simple implementation of Linear Regression
To Practically implement and study the effect of different optimizers on hyperparamters