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Jia-Ming Zhou

Jia-Ming Zhou 周家銘

National Chung Hsing University · Dept. of Biomechatronics Engineering · Ph.D. Student

Welcome to Felimet Hub

Here I break down setup procedures, open-source workflows and official tooling into my own SOPs, so they can actually be used correctly by an individual. I keep records of how I solve problems and work through trial and error, organizing them into a toolbox that stays useful over the long run.
A valuable technology should not stop at the model or the demo — it should run all the way from sensing and data processing through to deployment and operations.

Explore my journey

Explore the lab — ISSP & MES LAB

Research Areas & Highlights

Cross-disciplinary innovation

Combining electrical engineering with biomechatronics, solving complex problems through self-directed learning and driving cross-domain applications.

Core research & expertise

Artificial intelligence, computer vision, multimodal sensing, image processing, schlieren optics, mechatronics integration, and visual health assessment of dairy cattle.

Multimodal vision research

Integrating visible light, infrared (thermal), depth imagery and other modalities to enhance analysis and understanding across scenes and objects.

Dynamic color schlieren flow visualization

Using differences in refractive index to visualize otherwise invisible airflow, sound waves and pressure changes, enabling airflow-speed prediction and temperature monitoring.

Smart livestock — dairy cattle visual health monitoring

Integrating multimodal image processing with AI to build an Agentic-AI, non-contact dairy health monitoring platform for lameness, heat stress and pre-calving alerts.

Smart agriculture — crop monitoring & automation

Combining IoT sensing, image recognition and AI decision-support to build an integrated crop-monitoring and automatic anomaly-alert system.

Tools & Skills

PythonC++C#MATLABPyTorchOpenCVHugging FacevLLMOllamaOpen WebUILangChainLangGraphLlamaIndexAgnoClaudeClaude CodeGeminiGrokGroqPerplexityMeta AIMiniMaxNous ResearchCommand ANotebookLMExaDocSearchModel Context ProtocolOpenClawNVIDIAAntigravityVS CodeVisual StudioGitGitHubuvAnacondaNotionObsidianDockerNginxGoogle CloudCloudflaren8nLinuxUbuntuRaspberry PiArduino

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