csarron / awesome-emdlView external linksLinks
Embedded and mobile deep learning research resources
☆762Mar 14, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-emdl
Users that are interested in awesome-emdl are comparing it to the libraries listed below
Sorting:
- WeChat: NeuralTalk,Weekly report and awesome list of embedded-ai.☆379Jul 1, 2022Updated 3 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆566Feb 3, 2024Updated 2 years ago
- ☆37Jan 21, 2018Updated 8 years ago
- An efficient framework for convolutional neural networks☆278Aug 30, 2023Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆954Apr 4, 2025Updated 10 months ago
- ☆209Jul 20, 2018Updated 7 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,086May 2, 2024Updated last year
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,549Aug 28, 2019Updated 6 years ago
- Low-precision matrix multiplication☆1,832Jan 29, 2024Updated 2 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,912Mar 31, 2023Updated 2 years ago
- Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android☆542Apr 12, 2017Updated 8 years ago
- Benchmarking Neural Network Inference on Mobile Devices☆385Apr 10, 2023Updated 2 years ago
- The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologi…☆3,112Feb 6, 2026Updated last week
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,047Nov 8, 2025Updated 3 months ago
- dabnn is an accelerated binary neural networks inference framework for mobile platform☆777Nov 12, 2019Updated 6 years ago
- Related Paper of Efficient Deep Neural Networks☆86Jun 19, 2021Updated 4 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Jun 19, 2021Updated 4 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,939Dec 14, 2023Updated 2 years ago
- auto-tuning momentum SGD optimizer☆23Jul 14, 2017Updated 8 years ago
- This is a fast caffe implementation of ShuffleNet.☆453Aug 30, 2018Updated 7 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
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆5,036Jun 17, 2024Updated last year
- Caffe re-implementation of ShuffleNet☆106Apr 1, 2018Updated 7 years ago
- Acceleration package for neural networks on multi-core CPUs☆1,703Jun 11, 2024Updated last year
- ☆669Aug 25, 2021Updated 4 years ago
- Caffe implementation of accurate low-precision neural networks☆119Oct 25, 2018Updated 7 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Mar 8, 2020Updated 5 years ago
- Caffe Implementation for Incremental network quantization☆191Jul 29, 2018Updated 7 years ago
- Facebook AI Performance Evaluation Platform☆392Jan 12, 2026Updated last month
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,516Jun 7, 2020Updated 5 years ago
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆151Jun 13, 2022Updated 3 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
- Caffe Implementation of Google's MobileNets (v1 and v2)☆1,276Jun 8, 2021Updated 4 years ago
- CondenseNet: Light weighted CNN for mobile devices☆691Nov 11, 2019Updated 6 years ago
- Open Machine Learning Compiler Framework☆13,117Updated this week
- 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)☆7,225May 22, 2025Updated 8 months ago
- Mobile vision models and code☆916Updated this week
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆857Jun 19, 2021Updated 4 years ago
- ☆20Nov 21, 2017Updated 8 years ago