Embedded and mobile deep learning research resources
☆768Mar 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.☆384Jul 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An efficient framework for convolutional neural networks☆277Aug 30, 2023Updated 2 years ago
- Low-precision matrix multiplication☆1,842Jan 29, 2024Updated 2 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆280Feb 23, 2023Updated 3 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,549Aug 28, 2019Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated 2 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,912Mar 31, 2023Updated 3 years ago
- Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android☆544Apr 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…☆2,094Mar 30, 2026Updated 2 months ago
- The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologi…☆3,151Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Benchmarking Neural Network Inference on Mobile Devices☆389Apr 10, 2023Updated 3 years ago
- Related Paper of Efficient Deep Neural Networks☆86Jun 19, 2021Updated 4 years ago
- ☆20Nov 21, 2017Updated 8 years ago
- ☆669Aug 25, 2021Updated 4 years ago
- a list of awesome papers on deep model ompression and acceleration☆350Jun 19, 2021Updated 4 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆165Mar 8, 2020Updated 6 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☆1,949Dec 14, 2023Updated 2 years ago
- This is a fast caffe implementation of ShuffleNet.☆453Aug 30, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆5,038Jun 17, 2024Updated last year
- dabnn is an accelerated binary neural networks inference framework for mobile platform☆774Nov 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☆1,707Jun 11, 2024Updated last year
- Facebook AI Performance Evaluation Platform☆394Apr 8, 2026Updated 2 months ago
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆23,320May 30, 2026Updated last week
- Caffe Implementation for Incremental network quantization☆190Jul 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）☆7,259Apr 27, 2026Updated last month
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆854Jun 19, 2021Updated 4 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,511Jun 7, 2020Updated 6 years ago
- Caffe implementation of accurate low-precision neural networks☆120Oct 25, 2018Updated 7 years ago
- Open Machine Learning Compiler Framework☆13,409Updated this week
- Caffe Implementation of Google's MobileNets (v1 and v2)☆1,272Jun 8, 2021Updated 5 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