csarron / awesome-emdlLinks
Embedded and mobile deep learning research resources
☆754Updated 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.☆379Updated 3 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆561Updated last year
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,542Updated 5 years ago
- Benchmarking Neural Network Inference on Mobile Devices☆376Updated 2 years ago
- Memory consumption and FLOP count estimates for convnets☆926Updated 6 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆262Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆948Updated 3 months ago
- Deep Compression on AlexNet☆670Updated 3 years ago
- a list of awesome papers on deep model ompression and acceleration☆351Updated 4 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆526Updated 9 months ago
- Papers for deep neural network compression and acceleration☆399Updated 4 years ago
- Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn☆1,272Updated this week
- Winograd minimal convolution algorithm generator for convolutional neural networks.☆619Updated 4 years ago
- ☆668Updated 3 years ago
- Low-precision matrix multiplication☆1,810Updated last year
- ☆209Updated 6 years ago
- A list of ICs and IPs for AI, Machine Learning and Deep Learning.☆1,678Updated last year
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆882Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,083Updated last year
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆150Updated 3 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆633Updated 4 years ago
- ImageNet classification using binary Convolutional Neural Networks☆861Updated 7 years ago
- ☆402Updated 6 years ago
- Neural network visualizer and analyzer☆163Updated 6 years ago
- Optimizing Mobile Deep Learning on ARM GPU with TVM☆181Updated 6 years ago
- Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure frame…☆269Updated 6 years ago
- Caffe for Sparse Convolutional Neural Network☆238Updated 2 years ago
- An efficient framework for convolutional neural networks☆277Updated last year
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆852Updated 4 years ago
- Summary, Code for Deep Neural Network Quantization☆549Updated last month