--- 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](https://www.fastcompression.com/products/products.htm): 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](https://www.fastcompression.com/products/gpu-denoiser.htm): **Remove noise on GPU** in at maximum performance for industrial cameras. - [FastVCR software for XIMEA cameras](https://www.fastcompression.com/products/fastvcr-ximea-software.htm): High performance software for **low-latency GPU ISP for machine vision cameras**, designed for raw capture, processing, encoding, and streaming. - [GPU tone mapping](https://www.fastcompression.com/products/gpu-tone-mapping.htm): ALTMapper - Fast HDR **Tone Mapping on GPU**. Adaptive local tone mapping engine for a single shot HDR. - [MXF Player on GPU](https://www.fastcompression.com/products/mxf-player.htm): **Smooth MXF playback** on NVIDIA GPUs (Windows/Linux). ### High-Speed GPU Codecs - [CUDA JPEG codec from Fastvideo](https://www.fastcompression.com/products/cuda-jpeg.htm): *The **fastest JPEG encoder/decoder** for NVIDIA GPU (2000+ FPS for 24 MPix encoding). - [GPU JPEG2000 codec from Fastvideo](https://www.fastcompression.com/products/gpu-jpeg2000.htm): High performance **JPEG2000 codec on GPU** for fast encoding and decoding of J2K images using NVIDIA CUDA. **Best-in-class lossless compression** for medical and aerial imaging. - [CUDA RAW Bayer Codec](https://www.fastcompression.com/solutions/gpu-bayer-codec.htm): High performance **RAW image encoding** on NVIDIA GPU. ### CUDA Accelerated Libraries - [Image Processing SDK on GPU](https://www.fastcompression.com/products/sdk.htm): Fastvideo Image Processing SDK for CUDA and C++ for very fast imaging applications. - [CUDA MJPEG library](https://www.fastcompression.com/products/cuda-mjpeg.htm): Long-term live MJPEG encoding on GPU. - [CUDA library for image processing](https://www.fastcompression.com/products/cuda-library.htm): CUDA Accelerated Imaging Library from Fastvideo. ### Converters - [Fast CinemaDNG Processor](https://www.fastcinemadng.com){:rel="nofollow"}: A specialized tool for high-performance processing of CinemaDNG files on GPU. - [Debayer on CUDA](https://www.fastcompression.com/products/debayer.htm): Fast CUDA debayer software for high-quality color interpolation on NVIDIA GPU. - [MXF converter on GPU](https://www.fastcompression.com/products/mxf-converter.htm): A tool for high-performance conversion of MXF files on GPU. ### High-Performance GPU Processing Solutions for Industrial Applications - [GPU Image Processing Software Solutions](https://www.fastcompression.com/solutions/solutions.htm): Discover various high performance software solutions tailored for different image processing needs and industries. - [Fast demosaicing algorithms on CUDA: HQLI, DFPD, MG](https://www.fastcompression.com/solutions/demosaicing.htm): Overview of advanced demosaicing algorithms from the Fastvideo SDK implemented on CUDA. - [Fast 3D LUT color grading on NVIDIA GPU](https://www.fastcompression.com/solutions/gpu-3dlut.htm): A tool for color grading using 3D LUTs on NVIDIA GPUs. ### Download Free Trials of Fastvideo products - [DOWNLOADS](https://www.fastcompression.com/download/download.htm): 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 - [SERVICES](https://www.fastcompression.com/services/services.htm): Information on services provided by Fastvideo, including support, development, and consulting for high speed image processing solutions. - [ISP tuning: image quality improvement and performance acceleration on NVIDIA GPU](https://www.fastcompression.com/services/isp-tuning.htm): How to improve existing ISP to achieve better results? Image processing with Fastvideo SDK, CUDA, OpenCV, NPP, Libargus, FFmpeg. ## Projects - [GPU ISP PROJECTS](https://www.fastcompression.com/projects/projects.htm): 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](https://www.fastcompression.com/applications/applications.htm): 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 - [Software on GPU for Hikrobot cameras](https://www.fastcompression.com/products/fastvcr-hikrobot-software.htm): High performance GPU software for Hikrobot cameras at industrial applications with RAW processing. ### Medical Imaging Solutions - [GPU image processing software for OmniVision OH02B10 image sensor](https://www.fastcompression.com/solutions/gpu-isp-endoscopy.htm): Video endoscopy ISP for online RAW processing on the NVIDIA GPU. - [Endoscopy Software on NVIDIA GPU](https://www.fastcompression.com/solutions/endo-image-filtering.htm): GPU Software for Image Enhanced Endoscopy. ### Industrial Automation - [Automated real-time data collection software for outdoor mobile mapping](https://www.fastcompression.com/solutions/automated-data-collection-software.htm): Street-view, outdoor mobile mapping, aerial imaging, AI-accelerated applications. ### Broadcasting Solutions - [GPU RAW Processor](https://www.fastcompression.com/products/gpu-raw-processor.htm): High-quality and high-performance RAW processing with denoising, color correction, tone mapping, encoding and low-latency streaming. ## Latest Articles on GPU Image Processing - [Blog content](https://www.fastcompression.com/blog/content.htm): Fastvideo blog: insights, updates, and articles related to ISP and GPU technologies. - [Jetson Image Processing: GPU vs CPU Benchmarks](https://www.fastcompression.com/blog/gpu-vs-cpu-fast-image-processing.htm): Performance comparison for GPU and CPU for high-speed imaging applications. - [Open Source GPU Software for Machine Vision Cameras](https://www.fastcompression.com/blog/gpu-software-machine-vision-cameras.htm): Software solutions for machine vision applications utilizing GPU technology. - [Fast web resize](https://www.fastcompression.com/blog/web-resize-on-the-fly-one-thousand-images-per-second-on-tesla-v100-gpu.htm): High-performance solution for fast jpeg resize for the web using GPU technology. - [Jetson TX2 vs NX vs Xavier vs Orin Benchmark Comparison](https://www.fastcompression.com/blog/jetson-benchmark-comparison.htm): A comparative analysis of performance benchmarks across different Jetson models. ## 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 - [Jetson framework](https://www.fastcompression.com/blog/jetson-image-processing-framework.htm): Information on the Jetson framework for developing GPU-accelerated applications. - [High quality Debayer library](https://www.fastcompression.com/products/debayer-library.htm): Techniques and software for high-quality debayering on GPU. - [gpu-camera-sample software for Machine Vision Applications](https://github.com/fastvideo/gpu-camera-sample){:rel="nofollow"}: Open source camera sample app (**Windows/Linux/Jetson**) with real-time RAW image processing performance on Windows, Linux, Jetson (Fastvideo's GitHub organization) - [PGM to DNG converter](https://github.com/fastvideo/pgm2dng){:rel="nofollow"}: Open source command-line tool converting PGM files with raw CFA data into DNG format for processing in Adobe Camera Raw, Raw Therapee, or Fast CinemaDNG Processor. - [Benchmarks - Fastvideo GPU Image Processing](https://www.fastcompression.com/benchmarks/benchmarks.htm): Performance metrics for NVIDIA GPU processing. - [Jetson Xavier benchmarks: jpeg, j2k, demosaic, denoise](https://www.fastcompression.com/benchmarks/xavier-benchmarks.htm): Performance benchmarks for various image processing tasks on the Jetson Xavier platform. - [Benchmarks for JPEG2000 encoders on CPU and GPU](https://www.fastcompression.com/benchmarks/benchmarks-j2k.htm): Comparative benchmarks for JPEG2000 encoding on CPU and GPU. - [Benchmarks for JPEG2000 decoders on CPU and GPU](https://www.fastcompression.com/benchmarks/decoder-benchmarks-j2k.htm): Comparative benchmarks for JPEG2000 decoding on CPU and GPU. - [Tegra X2 benchmarks for embedded imaging applications](https://www.fastcompression.com/solutions/jetson-tx2.htm): Performance metrics for the Tegra X2 in imaging applications. ### 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) - [用于高速图像处理的GPU软件](https://www.fastcompression.com/cn/products.htm): 用于高速图像处理的GPU软件. 快速JPEG，JPEG2000，JPEG XS，DCP播放器，GPU RAW处理器，Cuda上的FastVCR. WINDOWS/Linux/ARM GPU上的实时图像处理软件. - [快速JPEG. CUDA JPEG编码器和解码器. 最快的JPEG编解码器.](https://www.fastcompression.com/cn/cuda-jpeg.htm): CUDA上最快的JPEG编解码器. CUDA上图像压缩和解压缩的JPEG编码器和解码器基准. 适用于Windows/Linux/ARM的快速JPEG编解码器 - [CUDA Debayer软件：高质量GPU Debayer](https://www.fastcompression.com/cn/debayer.htm): CUDA Debayer软件：高品质GPU Debayer： HQLI，L7，DFPD，MG. - [XIMEA相机GPU上的FastVCR低延迟软件](https://www.fastcompression.com/cn/fastvcr-ximea-software.htm): XIMEA相机GPU上的FastVCR低延迟软件，Windows/Linux/ARM. - [快速GPU去噪器。 NLM、小波、双边去噪器的基准.](https://www.fastcompression.com/cn/gpu-denoiser.htm): 用于相机应用的实时GPU去噪器. 高性能GPU去噪器的基准：NLM、小波、双边. 没有AI的快速GPU去噪器. - [最快的JPEG2000GPU编解码器](https://www.fastcompression.com/cn/gpu-jpeg2000.htm): 最快的JPEG2000CUDA编解码器. 高性能JPEG2000GPU编码和解码. CUDA上的JPEG2000编解码器. - [用于相机应用的GPU RAW处理器。 在GPU上快速将RAW转换为RGB](https://www.fastcompression.com/cn/gpu-raw-processor.htm): 用于相机应用的GPU RAW处理器. GPU加速RAW到RGB软件. 实时原始查看器和播放器. - [ALTMapper - GPU上的自适应局部色调映射引擎](https://www.fastcompression.com/cn/gpu-tone-mapping.htm): ALTMapper - NVIDIA GPU上的HDR色调映射. 用于单次拍摄HDR的自适应局部色调映射引擎. CUDA上的HDR性能基准. - [Fastvideo基于GPU的ISP的低延迟软件](https://www.fastcompression.com/cn/low-latency-software.htm): 适用于低延迟相机应用的GPU软件. 超低延迟GPU ISP：demosaicing，denoising，hdr，编码，流媒体与Fastvideo SDK. - [适用于Windows和Linux的MXF播放器. 如何快速播放MXF文件？](https://www.fastcompression.com/cn/mxf-player.htm): NVIDIA GPU上的MXF播放器. 如何在Windows和Linux上播放MXF文件？ CUDA上的实时MXF播放器. - [GPU上ISP的ORIN SDK. Jetson Orin上的快速ISP.](https://www.fastcompression.com/cn/orin-isp-sdk.htm): Jetson Orin SDK FOR ISP。 用于Jetson Orin的快速图像处理SDK：debayer，denoiser，color correction，tone mapping，JPEG，h264，h265。 Jetson Orin上的实时raw图像处理。 - [图像处理SDK. GPU图像处理.](https://www.fastcompression.com/cn/sdk.htm): Cuda和C++的图像处理SDK. GPU上的高性能图像处理SDK，用于实时应用. 用于CUDA图像处理的Fastvideo SDK. ## Site Map - [fastcompression.com site map](https://www.fastcompression.com/map.htm): Site map. ## Contact - [To get technical support or request a demo](mailto:info@fastcompression.com) - [GitHub Fastvideo](https://github.com/fastvideo) - [Join our LinkedIn](https://www.linkedin.com/company/fastvideo/) - [Get in touch via WeChat ID](megapolis2000) - [Official website](https://www.fastcompression.com)