C quantization

Open-source C projects categorized as quantization
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Topics: C CPP Image processing Quality Deep Learning
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Top 3 C quantization Projects

quantization

  • pngquant

    Lossy PNG compressor — pngquant command based on libimagequant library

    • Project mention: Random Code Inspiration Volume 2 | dev.to | 2023-10-01

    image-shrinker is a simple, easy to use open source tool for shrinking images. Under the hood it uses pngquant, mozjpg, SVGO, and gifsicle. You can also install these tools individually if you need to compress some images. I often use pngquantafter exporting PNGs for web projects from Figma or similar tools. I literally run it like this:

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • tinyengine

    [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory (by mit-han-lab)

    • Project mention: [D] Run Pytorch model inference on Microcontroller | /r/MachineLearning | 2023-11-14

    TinyEngine from MCUNet. Looks great, targeting ARM CM4.

  • hicolor

    🎨 Convert images to 15/16-bit RGB color with dithering

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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C quantization related posts

  • Eagle 7B: Soaring past Transformers

    2 projects | news.ycombinator.com | 28 Jan 2024

  • keeping collection size down (for ankiweb) when needing lots of image cards/notes

    1 project | /r/Anki | 21 May 2023

  • rwkv.cpp: FP16 & INT4 inference on CPU for RWKV language model (r/MachineLearning)

    1 project | /r/datascienceproject | 2 Apr 2023

Index

What are some of the best open-source quantization projects in C? This list will help you:

Project Stars
1 pngquant 5,075
2 tinyengine 754
3 hicolor 194

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