| TakuNet: an Energy-Efficient CNN for Real-Time Inference on Embedded UAV systems in Emergency Response Scenarios | Jan 10, 2025 | Aerial Scene ClassificationCPU | CodeCode Available | 2 |
| SBCFormer: Lightweight Network Capable of Full-size ImageNet Classification at 1 FPS on Single Board Computers | Nov 7, 2023 | CPUManagement | CodeCode Available | 1 |
| BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using Photoplethysmogram | Nov 29, 2021 | Blood pressure estimationFeature Engineering | CodeCode Available | 1 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 |
| LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices | Sep 2, 2022 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |
| A real-time GP based MPC for quadcopters with unknown disturbances | Oct 14, 2022 | Model Predictive ControlRaspberry Pi 4 | —Unverified | 0 |
| Biases in Edge Language Models: Detection, Analysis, and Mitigation | Feb 17, 2025 | FairnessRaspberry Pi 4 | —Unverified | 0 |
| DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices | Aug 21, 2021 | BenchmarkingEdge-computing | —Unverified | 0 |
| Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing | Nov 24, 2022 | Distributed ComputingEdge-computing | —Unverified | 0 |
| ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge | Jul 8, 2025 | Edge-computingObject | —Unverified | 0 |
| EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection | Jan 28, 2025 | Asset ManagementManagement | —Unverified | 0 |
| Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report | Nov 7, 2022 | Bokeh Effect RenderingDepth Estimation | —Unverified | 0 |
| Embedded Planogram Compliance Control System | Jan 12, 2024 | ManagementNVIDIA Jetson Orin Nano | —Unverified | 0 |
| Emotion Filtering at the Edge | Sep 18, 2019 | Privacy PreservingRaspberry Pi 4 | —Unverified | 0 |
| Evaluation Metrics for DNNs Compression | May 18, 2023 | Neural Network CompressionObject | —Unverified | 0 |
| Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report | May 17, 2021 | Depth EstimationRaspberry Pi 4 | —Unverified | 0 |
| Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models? | Mar 16, 2025 | Model CompressionRaspberry Pi 4 | —Unverified | 0 |
| GazeGen: Gaze-Driven User Interaction for Visual Content Generation | Nov 7, 2024 | Gaze EstimationKnowledge Distillation | —Unverified | 0 |
| High-accuracy Vision-Based Attitude Estimation System for Air-Bearing Spacecraft Simulators | Dec 13, 2023 | Raspberry Pi 4 | —Unverified | 0 |
| ImageNet Challenging Classification with the Raspberry Pi: An Incremental Local Stochastic Gradient Descent Algorithm | Mar 21, 2022 | CPUEdge-computing | —Unverified | 0 |
| Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators | Jan 30, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design | Sep 20, 2022 | CPUGPU | —Unverified | 0 |
| AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models | Dec 28, 2024 | Object RecognitionRaspberry Pi 4 | —Unverified | 0 |
| An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic | Jan 9, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
