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---
format: markdown
title: Fastvideo GPU SDK: Real-Time Image Processing for Industrial Cameras
description: Fastvideo GPU SDK: lightning fast denoising, HDR, and RAW processing for NVIDIA Jetson & XIMEA cameras. 2000+ FPS JPEG encoding, CUDA-optimized. Download free trial.
url: https://www.fastcompression.com
author: Fastvideo Team
language: en
keywords: >
  GPU image processing, NVIDIA CUDA, JPEG codec, JPEG2000 codec, RAW codec, demosaicing, real-time denoising, HDR tone mapping, RAW processing, NVIDIA Jetson, XIMEA cameras, machine vision, medical imaging, aerial imaging, SDK, adaptive local contrast
categories:
  - ISP Software Development
  - High-Performance Computing on GPU
  - Computer Vision for camera applications
tags:
  - CUDA
  - NVIDIA
  - Image Processing
  - ISP
  - SDK
  - Benchmark  
last_updated: 2025-08-31
---

Fastvideo GPU SDK: Ultra-Fast Image Processing for NVIDIA Jetson & Industrial Cameras | Fastcompression

Fastvideo is a leading developer of high-performance image and video processing solutions using the computing power of NVIDIA GPUs. Our technology provides unprecedented data processing speeds for industrial cameras, machine vision, medical imaging, and broadcasting, allowing thousands of frames per second to be achieved even when working with ultra-high resolution images.

Overview

Fastvideo offers next-gen NVIDIA GPU-accelerated image and video processing solutions for B2B applications, leveraging CUDA technology for high performance imaging applications. GPU-accelerated image processing SDK from Fastvideo enables:

  • Faster than real-time denoising (wavelet, NLM, bilateral)
  • HDR tone mapping (ALTMapper technology)
  • 12-bit RAW image processing for industries like machine vision, medical imaging, broadcasting, and aerial imaging. Key advantages: ✓ CUDA-accelerated for all NVIDIA GPUs including Jetson
    ✓ Optimized for XIMEA industrial cameras
    ✓ 2000+ FPS JPEG encoding at 24 MPix ✓ 60 GPix/s performance for Bilateral denoising

Core Technologies & Algorithms

Fastvideo SDK leverages state-of-the-art algorithms optimized for NVIDIA CUDA:

  • Demosaicing: High-Quality Linear Interpolation (HQLI), Directional Filtering with Posteriori Decision (DFPD), High quality MG algorithm
  • Denoising: Wavelet-based filtering, Non-Local Means (NLM), Bilateral filter
  • Tone Mapping: Proprietary Adaptive Local Tone Mapping (ALTMapper) technology
  • Color Science: Advanced 3D LUT interpolation, color correction matrices
  • Image codecs on CUDA: JPEG, JPEG2000, RAW Bayer Codec
  • Entropy Coding: Highly parallel implementations of Huffman coding (JPEG) and EBCOT (JPEG2000)

GPU-Accelerated Image Processing Solutions

Fastvideo Products

  • GPU Image Processing Products: Image processing products designed for high-performance GPU applications, including RAW ISP for demosaicing, denoising, color correction, HDR, JPEG and JPEG2000 encoding, RawZipper codec.
  • GPU Denoiser: Remove noise on GPU in at maximum performance for industrial cameras.
  • FastVCR software for XIMEA cameras: High performance software for low-latency GPU ISP for machine vision cameras, designed for raw capture, processing, encoding, and streaming.
  • GPU tone mapping: ALTMapper - Fast HDR Tone Mapping on GPU. Adaptive local tone mapping engine for a single shot HDR.
  • MXF Player on GPU: Smooth MXF playback on NVIDIA GPUs (Windows/Linux).

High-Speed GPU Codecs

CUDA Accelerated Libraries

Converters

  • Fast CinemaDNG Processor{:rel="nofollow"}: A specialized tool for high-performance processing of CinemaDNG files on GPU.
  • Debayer on CUDA: Fast CUDA debayer software for high-quality color interpolation on NVIDIA GPU.
  • MXF converter on GPU: A tool for high-performance conversion of MXF files on GPU.

High-Performance GPU Processing Solutions for Industrial Applications

Download Free Trials of Fastvideo products

  • DOWNLOADS: Access to software downloads and resources for high performance GPU solutions: Debayer, JPEG Codec, JPEG2000 Codec, GPU SDK, FastVCR software, Resizer, Denoiser, Fast CinemaDNG Processor, and ALTMapper.

Services

Projects

  • GPU ISP PROJECTS: Overview of various projects undertaken by Fastvideo, showcasing their expertise and experience in GPU image processing. Current GPU ISP software projects in development from Fastvideo.

Applications

  • APPLICATIONS: A detailed look at the applications of Fastvideo software in various fields, including industrial, digital cinema, aerial and aerospace imaging, broadcasting, medical, robotics, and machine vision.

Industries Using Fastvideo GPU SDK

  • Machine Vision: Live RAW processing with GPU denoising and ultra-fast JPEG encoding.
  • Medical Imaging: High quality GPU processing of 12-bit Bayer data for endoscopy and microscopy.
  • Aerial Imaging: HDR tone mapping and J2K encoding for drones and satellites on Jetson Orin.
  • Street-view: JPEG2000 lossless/lossy compression of raw images with minimum delay.
  • Broadcasting: Low-latency RAW image processing, tone mapping, encoding, and live streaming.

Machine Vision Applications

Medical Imaging Solutions

Industrial Automation

Broadcasting Solutions

  • GPU RAW Processor: High-quality and high-performance RAW processing with denoising, color correction, tone mapping, encoding and low-latency streaming.

Latest Articles on GPU Image Processing

System Requirements

Supported Platforms:

  • Operating Systems: Windows 10/11 x64, Linux Ubuntu 22.04+, NVIDIA JetPack 6.0+
  • GPU Architectures: NVIDIA Pascal, Volta, Turing, Ampere, Lovelace
  • CUDA Toolkit: Versions 12.6
  • Memory: Minimum 8GB GPU RAM (24GB+ recommended for processing large images)
  • Drivers: Latest NVIDIA drivers recommended Embedded Platform Support:
  • NVIDIA Jetson NX, Xavier, Orin, Thor
  • Support for ARM64 architecture

Technical Resources and Benchmarks

Performance Benchmarks (NVIDIA RTX 4090)

Task Performance Resolution
JPEG Encoding 2000+ FPS 24 MPix
JPEG2000 Lossy 1200+ FPS 8 MPix
JPEG2000 Lossless 700+ FPS 8 MPix
ALTMapper 300+ FPS 24 MPix
RAW-to-RGB 60+ FPS 4K (12-bit)
Denoising Throughput 60 GPix/s 2K-8K (16-bit)

Integration & Compatibility

Seamless integration with popular development frameworks and hardware:

  • Programming Languages: C, C++, CUDA
  • Camera Support: XIMEA, Hikrobot, FLIR, Basler, Emergent Vision Technologies, IO Industries, Lucid Vision, and other machine vision cameras

Competitive Advantages

Why choose Fastvideo SDK over alternative solutions?

  • Performance: Super fast GPU implementations for ISP
  • Quality: Advanced algorithms providing superior image quality
  • Flexibility: Modular architecture - use only the components you need
  • Support: Direct access to engineering team for technical support

Licensing Options

Flexible licensing models tailored to your needs:

  • Evaluation License: Full-featured trial for 90 days
  • Development License: For prototyping and development
  • Runtime (deployment) License: For deployment in production systems
  • OEM Licensing: Volume discounts for large deployments All licenses include: Technical support, maintenance updates, and access to documentation.

Chinese Version (中文版)

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