csarron / awesome-emdlLinks
Embedded and mobile deep learning research resources
☆753Updated 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.☆380Updated 2 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆261Updated 2 years ago
- Deep Compression on AlexNet☆669Updated 3 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆559Updated last year
- Collection of recent methods on (deep) neural network compression and acceleration.☆949Updated 2 months ago
- Memory consumption and FLOP count estimates for convnets☆923Updated 6 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆880Updated 5 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,541Updated 5 years ago
- ☆208Updated 6 years ago
- ☆402Updated 6 years ago
- Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn☆1,263Updated this week
- An efficient framework for convolutional neural networks☆277Updated last year
- Low-precision matrix multiplication☆1,804Updated last year
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆523Updated 8 months ago
- A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.☆150Updated 2 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,082Updated last year
- Benchmarking Neural Network Inference on Mobile Devices☆374Updated 2 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆633Updated 4 years ago
- a list of awesome papers on deep model ompression and acceleration☆351Updated 3 years ago
- Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure frame…☆269Updated 6 years ago
- Papers for deep neural network compression and acceleration☆397Updated 3 years ago
- ☆668Updated 3 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆441Updated last year
- Ristretto: Caffe-based approximation of convolutional neural networks.☆290Updated 5 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,916Updated last year
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆352Updated 10 months ago
- Dive into Deep Learning Compiler☆645Updated 2 years ago
- Caffe for Sparse Convolutional Neural Network☆237Updated 2 years ago
- Optimizing Mobile Deep Learning on ARM GPU with TVM☆181Updated 6 years ago
- (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆349Updated 5 years ago