360-Scene-Understanding
360 image understanding tools
Tools and methods for working with 360 panoramic images to understand their layout and geometry.
Some tools to work with 360 images!
46 stars
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Language: Jupyter Notebook
last commit: over 6 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
| A large multi-modal model developed using the Llama3 language model, designed to improve image understanding capabilities. | 32 | |
| A desktop application for viewing equirectangular 360° images and videos | 4 | |
| A Python framework for reconstructing 3D indoor panoramas from single images using divide and conquer methods | 53 | |
| An implementation of stereo 360 layout based on computer vision and machine learning techniques. | 13 | |
| A collection of implementations of the same 3D scene using various rendering methods and APIs | 1,733 | |
| A PyTorch implementation of a 360-degree indoor depth estimation and room layout analysis system using latent horizontal features. | 108 | |
| Tools for enhancing image resolution using machine learning algorithms | 110 | |
| A Matlab implementation of the Retinex algorithm for estimating color constancy from an image. | 40 | |
| An image annotation tool for creating training data for object detection and localization | 2,125 | |
| A library for immediate mode rendering of basic 3D primitives and UI tools with platform and graphics API agnosticism for VR support. | 1,213 | |
| A collection of Python scripts demonstrating basic 3D graphics software integration and scripting | 43 | |
| Demonstrates rendering of CAD models using mesh shaders for high-performance rendering | 373 | |
| A Django package for responsive image handling using modern formats like AVIF and WebP | 251 | |
| A 360-degree video player library for iOS written in Swift | 133 | |
| A large dataset of 3D object and room layout annotations on RGB videos, designed to test automatic scene understanding methods. | 106 |