modelstreaming / amsLinks
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
Sorting:
- ☆45Updated 2 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆106Updated 3 years ago
- ☆56Updated 3 years ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 5 years ago
- ☆23Updated 3 years ago
- ☆28Updated 2 years ago
- ☆21Updated 2 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated 2 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆17Updated 2 years ago
- Server-driven Video Streaming for Deep Learning Inference☆92Updated 2 years ago
- ☆17Updated 5 years ago
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23Updated 7 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆27Updated 4 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- InFi is a library for building input filters for resource-efficient inference.☆38Updated last year
- ☆21Updated last year
- ☆11Updated 4 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 10 months ago
- ☆11Updated 2 years ago
- ☆11Updated 4 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- To deploy Transformer models in CV to mobile devices.☆18Updated 3 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- ☆11Updated 5 years ago
- Adaptive Wide-Area Streaming Analytics☆30Updated 6 years ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆33Updated 6 months ago
- ☆22Updated 2 years ago
- Official code repository for "CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics [USENIX ATC 22]"☆16Updated 9 months ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago