quantization topic
Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab
DNN-Accelerator
A DNN Accelerator implemented with RTL.
YOLOv5-Light
provide some new architecture, channel pruning and quantization methods for yolov5
onnx2tf
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf)....
Roy
Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.
BBCU
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
DDTB
Pytorch implementation of our paper accepted by ECCV2022 -- Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks
SqueezeLLM
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
q-diffusion
[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
dominant-colors-3d-color-space
Find dominant colors in images with QT and OpenCV, with a nice GUI to show results in 3D color spaces: RGB, HSV, HSL, HWB, CIE XYZ and L*A*B, and the recent OKLAB! Export results to images, .CSV files...