csarron / awesome-emdl
Embedded and mobile deep learning research resources
☆746Updated 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
- WeChat: NeuralTalk,Weekly report and awesome list of embedded-ai.☆378Updated 2 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆557Updated last year
- Deep Compression on AlexNet☆668Updated 3 years ago
- ☆402Updated 6 years ago
- Low-precision matrix multiplication☆1,794Updated last year
- Papers for deep neural network compression and acceleration☆397Updated 3 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,537Updated 5 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆942Updated 3 months ago
- An efficient framework for convolutional neural networks☆276Updated last year
- ☆668Updated 3 years ago
- Memory consumption and FLOP count estimates for convnets☆918Updated 6 years ago
- ☆208Updated 6 years ago
- Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn☆1,244Updated this week
- a list of awesome papers on deep model ompression and acceleration☆351Updated 3 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,083Updated 10 months ago
- Caffe for Sparse Convolutional Neural Network☆238Updated 2 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆507Updated 6 months ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆440Updated last year
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆331Updated 8 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,903Updated last year
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆878Updated 5 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆260Updated 2 years ago
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆150Updated 2 years ago
- ImageNet classification using binary Convolutional Neural Networks☆855Updated 7 years ago
- A list of ICs and IPs for AI, Machine Learning and Deep Learning.☆1,657Updated 9 months ago
- Ristretto: Caffe-based approximation of convolutional neural networks.☆290Updated 5 years ago
- Benchmarking Neural Network Inference on Mobile Devices☆368Updated last year
- Network acceleration methods☆178Updated 3 years ago
- papers about model compression☆167Updated 2 years ago
- Summary, Code for Deep Neural Network Quantization☆546Updated 5 months ago