Lossy PNG compressor — pngquant command based on libimagequant library
[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
Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others
🎨 Convert images to 15/16-bit RGB color with dithering
Subband filtering with ADPCM
Quantized Memory-Augmented Neural Networks (AAAI-18)
Color quantization/palette generation for png images
Extremely fast color quantization. Reduce color information of a 24-bit RGB bitmap down to 8-bit.
The purpose of this project is to compare different means of computing convolution operation, and see if naive quantiization actually speed ups operation.
Clean C language version of quantizing llama2 model and running quantized llama2 model
The Quantizer - A Swift-based reimplementation of ImageAlpha
Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"
Uniform quantizer that uses mexCallMATLAB to call different MATLAB commands and plot the results
Bird Audio Detection using FPGA
A lightweight Digital Signal Processing library written in pure C
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