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11 search results found

Awesome System For Machine Learning ⭐ 2,244

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

Nn Meter ⭐ 265

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Neuralet ⭐ 232

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

Netsaur ⭐ 167

Powerful machine learning, accelerated by WebGPU

Smart Social Distancing ⭐ 133

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

Mobilenet_v1_stm32_cmsis_nn ⭐ 40

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

Awesome Edge Intelligence Collections ⭐ 31

About DNN compression and acceleration on Edge Devices.

Deepthings ⭐ 31

A Portable C Library for Distributed CNN Inference on IoT Edge Clusters

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

Homepage ⭐ 22

北京交通大学计算机与信息技术学院系统与网络实验室 https://fangvv.github.io/Homepage/ OR http://fangvv.gitee.io/homepage/

Awesome Approximate Dnn ⭐ 13

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

Mobilenet_v1_stmcube_ai ⭐ 5

Mobilenet v1 (3,128,128, alpha=0.25) on STMH7 using STMCube AI

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