zoranzhao / DeepThingsLinks
A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
☆86Updated 5 years ago
Alternatives and similar repositories for DeepThings
Users that are interested in DeepThings are comparing it to the libraries listed below
Sorting:
- ☆117Updated 6 years ago
- ☆78Updated 2 years ago
- ☆46Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆98Updated last year
- ☆211Updated last year
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆28Updated 4 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- ☆57Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- ☆13Updated 5 years ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- Server-driven Video Streaming for Deep Learning Inference☆93Updated 3 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆36Updated last year
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆111Updated 3 years ago
- Cache design for CNN on mobile☆33Updated 7 years ago
- ☆41Updated 5 years ago
- Model-less Inference Serving☆91Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆43Updated 2 years ago
- Implementation of algorithms for memory optimized deep neural network training☆10Updated 5 years ago
- ☆133Updated 2 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 6 years ago
- distributed CNN inference at the edge, extend ncnn with CUDA, MPI+OPENMP support.☆21Updated 3 months ago
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 4 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆15Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆40Updated 2 years ago
- A DNN model partition demo☆32Updated 5 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆18Updated 2 years ago