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algorithm_notes

算法知识点 python

cmsis-arduino

CMSIS-DSP and CMSIS-NN in Arduino

crnn_chinese_english_rec

chinese characters recognition

digweibo

DigWeibo is a simple weibo web crawler system which contains crawling and monitor to one's account.

holocubic_aio

HoloCubic超多功能AIO固件 基于esp32-arduino的天气时钟、相册、视频播放、桌面投屏、web服务、bilibili粉丝等

imagenet_prepare

Extract imagenet dataset and convert to .npy format(optional)

kws-demo

kws-demo-zynq

model-converter

Conver Pytorch model to ONNX(float32) or Tflite(float32, int8)

nda-tools

Python package for interacting with NDA web services. Used to validate, submit, and download data to and from NDA.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

np-conv2d

2D Convolution using NumPy

onn-digital

packet-capture-system

简单的数据包捕获系统

pylogger

Logger for file and terminal

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

s2chip_eval

s2chip验证方案

sparse-engine

Tools for TinySPOS deployment on MCU

t2t-vit

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

tinyml

tinyml_mcu

topogan

Multigraph generation from a source graph.

torchpruner

torchquanter

Quantize pytorch model, support post-training quantization and quantization aware training methods