modelstreaming / ams
Adaptive Model Streaming for real-time video inference on edge devices
☆41Updated 3 years ago
Alternatives and similar repositories for ams:
Users that are interested in ams are comparing it to the libraries listed below
- ☆45Updated 2 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆105Updated 3 years ago
- ☆22Updated 3 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- ☆56Updated 3 years ago
- ☆28Updated 2 years ago
- ☆21Updated 2 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆16Updated last year
- Server-driven Video Streaming for Deep Learning Inference☆90Updated 2 years ago
- ☆17Updated 5 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 4 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated last year
- ☆11Updated 3 years ago
- Official code repository for "CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics [USENIX ATC 22]"☆16Updated 7 months ago
- Adaptive Wide-Area Streaming Analytics☆30Updated 5 years ago
- ☆11Updated 2 years ago
- To deploy Transformer models in CV to mobile devices.☆18Updated 3 years ago
- ☆10Updated 4 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆31Updated 4 months ago
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- Cache design for CNN on mobile☆32Updated 6 years ago
- ☆11Updated 4 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 8 months ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- This is an official GitHub repository for the paper, "NEMO: Enabling Neural-enhanced Video Streaming on Commodity Mobile Devices".☆80Updated 3 years ago
- Adaptive Video Streaming with Layered Neural Codecs☆43Updated 3 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆38Updated last year
- This is an official repository of the paper, "Neural Adaptive Content-aware Internet Video Delivery"☆83Updated last year
- ☆14Updated last year