Embedded and mobile deep learning research resources
☆767Mar 14, 2023Updated 3 years ago
Alternatives and similar repositories for awesome-emdl
Users that are interested in awesome-emdl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- WeChat: NeuralTalk，Weekly report and awesome list of embedded-ai.☆383Jul 1, 2022Updated 3 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆568Feb 3, 2024Updated 2 years ago
- ☆37Jan 21, 2018Updated 8 years ago
- ☆208Jul 20, 2018Updated 7 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆954Apr 4, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An efficient framework for convolutional neural networks☆279Aug 30, 2023Updated 2 years ago
- Low-precision matrix multiplication☆1,841Jan 29, 2024Updated 2 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆277Feb 23, 2023Updated 3 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,548Aug 28, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,910Mar 31, 2023Updated 3 years ago
- Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android☆543Apr 12, 2017Updated 9 years ago
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,083Mar 30, 2026Updated last month
- The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologi…☆3,139Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmarking Neural Network Inference on Mobile Devices☆388Apr 10, 2023Updated 3 years ago
- Related Paper of Efficient Deep Neural Networks☆86Jun 19, 2021Updated 4 years ago
- ☆20Nov 21, 2017Updated 8 years ago
- ☆670Aug 25, 2021Updated 4 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Mar 8, 2020Updated 6 years ago
- a list of awesome papers on deep model ompression and acceleration☆350Jun 19, 2021Updated 4 years ago
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆151Jun 13, 2022Updated 3 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,948Dec 14, 2023Updated 2 years ago
- This is a fast caffe implementation of ShuffleNet.☆453Aug 30, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆5,037Jun 17, 2024Updated last year
- dabnn is an accelerated binary neural networks inference framework for mobile platform☆777Nov 12, 2019Updated 6 years ago
- Caffe re-implementation of ShuffleNet☆106Apr 1, 2018Updated 8 years ago
- RenderScript based implementation of Convolutional Neural Networks for Android phones☆52Feb 13, 2018Updated 8 years ago
- Acceleration package for neural networks on multi-core CPUs☆1,704Jun 11, 2024Updated last year
- Facebook AI Performance Evaluation Platform☆395Apr 8, 2026Updated 3 weeks ago
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆23,151Apr 22, 2026Updated last week
- Caffe Implementation for Incremental network quantization☆191Jul 29, 2018Updated 7 years ago
- Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure frame…☆269Oct 16, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）☆7,248Updated this week
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆858Jun 19, 2021Updated 4 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,515Jun 7, 2020Updated 5 years ago
- Caffe implementation of accurate low-precision neural networks☆119Oct 25, 2018Updated 7 years ago
- Open Machine Learning Compiler Framework☆13,304Updated this week
- Caffe Implementation of Google's MobileNets (v1 and v2)☆1,274Jun 8, 2021Updated 4 years ago
- (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆351Nov 18, 2019Updated 6 years ago