Tag: edge AI
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VoodooNet: Fast Analytic AI via High-Dimensional Projections
Discover VoodooNet, a novel AI model using high-dimensional projections for fast, accurate training without iterative methods like SGD.
KL-Based Quantization for Fast Mixed-Precision SSM-Transformers
Discover a KL divergence method for efficient, forward-only quantization in mixed-precision SSM-Transformer models, enabling faster edge AI deployment.
Edge Object Detection: Hardware Use & Fault Injection Impact
Explore hardware utilization and inference performance of edge object detection under fault injection on NVIDIA Jetson Nano with YOLO models.
AEG: Baremetal AI Framework for Fast Heterogeneous Acceleration
Discover AEG, a baremetal AI framework boosting ML inference on heterogeneous accelerators with 9.2× efficiency and minimal latency overhead.
AHC: Adaptive Compression for Object Detection on MCUs
Discover AHC, a meta-learned adaptive compression method for continual object detection on memory-limited microcontrollers with high accuracy.