Simple reasoning code, just run demo.mlx
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Updated
Feb 2, 2025 - MATLAB
Simple reasoning code, just run demo.mlx
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks
White Blood Cells detection (1st place)
Object Detection models trained for different tasks (i.e. face, person, etc.) with different models (i.e. nano, tiny, etc.)
EdgeInfer evaluation build for Windows x64: real-time machine vision on a normal CPU (ONNX Runtime + Intel OpenVINO, no GPU required). Dual-slot YOLOX pipeline; ~6–7 ms ROI on i5-11400. Non-commercial — testing, students, and scientific research only (see LICENSE). Looking for [infer] timings on other CPUs and feedback from global-shutter USB cam
Research mainly focuses on developing circuits identifying algorithms that produce swift recognitions for industrial applications. This is done by feeding the bounding box prompt conducted by YOLOX to initiate interactive training on SAM2. Its improvement over SAM and SlimSAM will be recorded and analyzed.
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