AgamChopra

Agam Chopra's repositories

TorchRegister

Common 2D and 3D image registration methods such as rigid, affine, and flow field for PyTorch.

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AI framework to efficiently characterize brain stiffness using structural data to improve and speed up the identification of abnormal brain structures, including tumors, within existing MRI protocols.

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3D-Edge-Loss

PyTorch code to implement a gradient magnitude based edge detection loss.

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Diffusion-generator

Diffusion based generative model to synthesize 2d images from random noise using iterative denoising.

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simulation-in-a-box

my custom python based sandbox sim for physics, ML, and evolution simulations.

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Agent-76

Agent-76 is a Reinforcement Learning based A.I. that learns to play Overwatch 2 by itself.

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3D-N-body-Grav-Sim

My code for various N-body gravitational simulations.

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brats-synth-global

code for brats global synthysis

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Cross-Modality-3D-Medical-Image-Processing

An automatic single pipeline to process and register different 3D MRI modalities, PET scans, CT scans, etc. only using python.

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DLT

Direct Linear Transformation algorithm and simple Bilinear Interpolation function for backward warping

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segmentation

test code for visualization and segmentation of volumetric medical images.

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TorchVis3D

Real time 3D volumetric data visualization tool for PyTorch

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WGAN-GP

My code for various GANS related tasks using wgan with gradient penalty.

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PointCloudFusion_and_NormalMapping

P1. Extracting 3D scene as a point cloud from N 2D images and fusing them into a single point cloud. P2. Normal Mapping.

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simple-ct-segmentation

Segmentation for 2d ct chest slices.

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2d-physics

Simple 2d physics approximations for N point particles.

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3D_pointcloud_from_2D_images

Simple 3d point cloud from a set of 2d images/cameras and known 3d points.

Language:PythonMIT000

AgamChopra

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