inferedge

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gwonxhj / InferEdgeLab

Analysis, Local Studio, and deployment decision layer for local-first Edge AI inference validation.

benchmarking validation inference performance-analysis profiling quantization tensorrt edge-computing onnx edge-ai local-first model-optimization edge-inference rknn inferedge deployment-decision

Updated Jun 23, 2026
Python

gwonxhj / InferEdge-Runtime

Star

C++ runtime execution and Jetson/ONNX Runtime evidence export layer for Edge AI inference validation.

benchmark cmake validation cxx runtime inference jetson tensorrt embedded-ai edge-ai onnxruntime edge-inference rknn inferedge

Updated Jun 19, 2026
C++

gwonxhj / InferEdgeForge

Star

Build provenance and handoff layer for ONNX-to-edge artifacts in the InferEdge validation pipeline.

benchmarking validation deployment inference provenance reproducibility handoff tensorrt cli-tool edge-computing onnx mlops embedded-ai edge-ai model-optimization model-conversion edge-inference rknn inferedge

Updated Jun 17, 2026
Python

gwonxhj / jetson-orin-nano-internal-lab

Star

Jetson Orin Nano internal edge AI evidence lab: environment baselines, PyTorch/ONNX Runtime/TensorRT comparison, FastAPI serving, Whisper audio, and InferEdge exports.

benchmark cuda pytorch whisper jetson tensorrt evidence onnx embedded-ai fastapi edge-ai onnxruntime runtime-comparison ai-inference jetson-orin-nano trtexec inferedge

Updated May 18, 2026
Python

gwonxhj / InferEdgeAIGuard

Star

Optional deterministic diagnosis evidence layer for explaining risky Edge AI inference outputs.

validation inference yolo object-detection quantization diagnosis failure-detection ai-safety jetson fp16 model-validation int8 evidence edge-ai edge-inference inferedge

Updated Jun 22, 2026
Python

gwonxhj / InferEdge

Star

Multi-repository entrypoint for the InferEdge local-first Edge AI inference validation pipeline.

portfolio validation mlops edge-ai local-first meta-repository edge-inference inferedge

Updated Jun 23, 2026
Python

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