In this tutorial, you will perform inference across 10 well-known pre-trained object detectors and fine-tune on a custom dataset. Design and train your own object detector.

Hologram processing and light scattering in python

Optimised python package for digital holographic microscopy, both inline and off-axis, with GPU support.

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Automated Differential Interference Contrast (DIC) platelet analysis.

Reconstruction of amplitude and phase images from sinusoidal SOH holograms

Recording and reconstruction of images using computational based methods

Hologram generation/reconstruction with image convolution (kernel defined)

Includes a MATLAB script which can restore original images from recorded holography (both camera recorded and digitally generated)

A matlab code for "inverse problems" based image reconstruction of digital in-line holograms.

🌀 Realistic defocus blur for Multiplane Computer-Generated Holography

Reconstruct in-line holograms with a single image.

ArduPlane, ArduCopter, ArduRover, ArduSub source

Sparse to dense implemenation used in conjuction with ROS and ORB-SLAM2

Example code for data-driven and physics-driven deep learning phase recovery

Code for physics-enhanced deep neural network (PhysenNet).

👁️ Gaze-contingent varifocal phase-only holograms for holographic displays

Scientific computing library for optics, computer graphics and visual perception.

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A flexible, high-performance 3D simulator for Embodied AI research.

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

Project for importing XMCD or PEEM data, aligning and acquiring XMCD images.

Let's play with digital holograms

📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.

Numerical linear algebra course, AI Masters, Fall 2023

Real time speech to text transcription app.

space and time adaptive algorithm for the LLG equation