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About
Darknet is an open-source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation. You can find the source on GitHub or you can read more about what Darknet can do. Darknet is easy to install with only two optional dependencies, OpenCV if you want a wider variety of supported image types, and CUDA if you want GPU computation. Darknet on the CPU is fast but it's like 500 times faster on GPU! You'll have to have an Nvidia GPU and you'll have to install CUDA. By default, Darknet uses stb_image.h for image loading. If you want more support for weird formats (like CMYK jpegs, thanks Obama) you can use OpenCV instead! OpenCV also allows you to view images and detections without having to save them to disk. Classify images with popular models like ResNet and ResNeXt. Recurrent neural networks are all the rage for time-series data and NLP.
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About
CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.
In GPU-accelerated applications, the sequential part of the workload runs on the CPU – which is optimized for single-threaded performance – while the compute intensive portion of the application runs on thousands of GPU cores in parallel. When using CUDA, developers program in popular languages such as C, C++, Fortran, Python and MATLAB and express parallelism through extensions in the form of a few basic keywords.
The CUDA Toolkit from NVIDIA provides everything you need to develop GPU-accelerated applications. The CUDA Toolkit includes GPU-accelerated libraries, a compiler, development tools and the CUDA runtime.
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About
The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Anyone requiring an open-source neural network framework for neural network processes and image recognition
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Audience
Developers interested in a powerful parallel computing platform and programming model
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Audience
Developers interested in a beautiful but advanced programming language
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Support
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Free Version
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Pricing
Free
Free Version
Free Trial
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Pricing
Free
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Free Trial
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Reviews/
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Training
Documentation
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Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
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Live Online
In Person
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Company InformationDarknet
pjreddie.com/darknet/
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Company InformationNVIDIA
Founded: 1993
United States
developer.nvidia.com/cuda-zone
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Company InformationPython
Founded: 1991
www.python.org
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Integrations
AI Dev Codes
Constructor Proctor
Copernicus Computing
GPT-4.1
Gymnasium
Lilac
Linkup
Mendable.ai
Microsoft Genomics
Pythagora
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Integrations
AI Dev Codes
Constructor Proctor
Copernicus Computing
GPT-4.1
Gymnasium
Lilac
Linkup
Mendable.ai
Microsoft Genomics
Pythagora
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