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a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

autoencoders

automatic-color-adjustment

Automatic color balancing algorithm. Rumor has it this is very similar to Photoshop's process.

blog_code

A repo for holding example code

cnns-for-beam-deflection-curves

crnn-pytorch

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition using Pytorch

data-driven-science-and-engineering

data_jobs_data

datadrivendiffeq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deeponet

Learning nonlinear operators via DeepONet

deeptag-pytorch

implementation of paper [DeepTag: A General Framework for Fiducial Marker Design and Detection]

deepxde

A library for scientific machine learning and physics-informed learning

densenet-utility-pole-survey-image-classifier

A deep-learning model is implemented to classify utility pole survey images with an overall accuracy of over 96%.

discorpy

Camera calibration with sub-pixel accuracy: https://discorpy.readthedocs.io/

east

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

gan-experiments-pytorch

Using GANs to embed simple functions.

gelslim

gn.pytorch

hashnerf-pytorch

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

ieee_738-2012

Python implementation of IEEE 738-2012 for calculating the current-temp of bare overhead conductors

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

js-aruco2

Pure Javascript porting of ArUco, a library for camera pose estimation using squared markers

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

large-steps-pytorch

Implementation of "Large Steps in Inverse Rendering of Geometry"

mathjs

An extensive math library for JavaScript and Node.js

mece415-finite-element-analysis

Homework for the first half of MECE 415 - Finite Element Analysis.

n-armed-bandit

nns-for-differential-equations

Implementation and example problems from the method proposed in the "Artificial Neural Networks for Solving Ordinary and Partial Differential Equations" paper.