viscloud / ff
FilterForward: Scaling Video Analytics on Constrained Edge Nodes
☆28Updated 5 years ago
Alternatives and similar repositories for ff:
Users that are interested in ff are comparing it to the libraries listed below
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 3 years ago
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆105Updated 3 years ago
- ☆45Updated 2 years ago
- ☆56Updated 3 years ago
- Server-driven Video Streaming for Deep Learning Inference☆88Updated 2 years ago
- SAF: Streaming Analytics Framework☆29Updated 6 years ago
- ☆17Updated 5 years ago
- ☆21Updated 2 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆83Updated 5 years ago
- ☆28Updated 2 years ago
- Cache design for CNN on mobile☆32Updated 6 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆15Updated last year
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- Adaptive Wide-Area Streaming Analytics☆30Updated 5 years ago
- ☆21Updated last year
- ☆10Updated 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
- ☆116Updated 6 years ago
- This is a list of awesome edgeAI inference related papers.☆95Updated last year
- To deploy Transformer models in CV to mobile devices.☆17Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 4 years ago
- Model-less Inference Serving☆85Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆34Updated last year
- a deep learning-driven scheduler for elastic training in deep learning clusters☆29Updated 4 years ago
- ☆22Updated 3 years ago
- ☆11Updated 5 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆37Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆38Updated last year
- ☆83Updated 2 years ago
- Official code repository for "CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics [USENIX ATC 22]"☆16Updated 6 months ago