# Atlas The single index of everything on pirahansiah.com. Every publication, course, note, talk, and project lives here. Pick a section. ## Publications ### Book Chapters - [**Mastering AI and Machine Learning: A Comprehensive Summary**](/farshid/content/books-opencv5-ch2.md) - [**Mastering AI and Machine Learning: Essential Glossary, Resources, and References**](/farshid/content/books-opencv5-ch1.md) - [AI computer vision locally LLMs on device](/farshid/content/books-cv-meets-llm.md) - [Books Opencv5 Ch3](/farshid/content/books-opencv5-ch3.md) - [Camera Calibration and Video Stabilization Framework for Robot Localization](/farshid/content/books-camera-calibration.md) - [Computational Intelligence: From Theory to Application](/farshid/content/books-computational-intelligence.md) - [The New Developer Era: Transforming Your Career and Building Production Ready AI Agents in 2027](/farshid/content/books-new-developer-era.md) ### Journal Articles - [Ant Colony Optimization for Image Edge Detection](/farshid/content/journals-ant-colony.md) - [Mind Map: Adaptive Image Thresholding Based on PSNR](/farshid/content/journals-adaptive-thresholding.md) - [Mind Map: Character and Object Recognition Based on Global Feature Extraction](/farshid/content/journals-character-recognition.md) - [Mind Map: GSFT-PSNR Global Single Fuzzy Threshold](/farshid/content/journals-fuzzy-thresholding.md) - [Mind Map: Peak Signal-to-Noise Ratio Based on Threshold Method for Image Segmentation](/farshid/content/journals-psnr-segmentation.md) - [Simultaneous Localization and Mapping Trends and Humanoid Robot Linkages](/farshid/content/journals-3d-slam-humanoid.md) ### Conference Papers - [Adaptive Image Segmentation Based on PSNR for License Plate Recognition](/farshid/content/papers-adaptive-segmentation.md) - [An Evaluation of Classification Techniques Using Enhanced Geometrical Topological Feature Analysis](/farshid/content/papers-geometrical-topological.md) - [Camera Calibration for Multi-Modal Robot Vision](/farshid/content/papers-multimodal-calibration.md) - [Character Recognition Based on Global Feature Extraction](/farshid/content/papers-global-feature-recognition.md) - [Comparison Single Thresholding Method for Handwritten Images Segmentation](/farshid/content/papers-handwritten-thresholding.md) - [License Plate Recognition with Multi-threshold based on Entropy](/farshid/content/papers-license-plate-recognition.md) - [Multi-threshold Approach for License Plate Recognition System](/farshid/content/papers-multi-threshold-plate.md) - [Paper: 2D versus 3D Map for Environment Movement Objects](/farshid/content/papers-2d-3d-mapping.md) - [Pattern Image Significance for Camera Calibration](/farshid/content/papers-pattern-calibration.md) - [TafreshGrid: Grid Computing in Tafresh University](/farshid/content/papers-grid-computing.md) ### Patents - [Mind Map: A Method for Detecting a Moving Vehicle](/farshid/content/patents-vehicle-detection.md) - [Patent Application WO 2020/141969 A2 - Digital Advertising System](/farshid/content/patents-facial-analysis.md) - [Patents Face Augmentation](/farshid/content/patents-face-augmentation.md) ### Profile - [Me](/farshid/content/computer-vision.md) ## Courses - [Advanced Programming with Modern C++ 23 for Image Processing](/farshid/content/course-modern-cpp.md) - [AI Hardware Accelerators](/farshid/content/course-ai-hardware.md) - [Book Summaries](/farshid/content/course-ai-engineers-guide.md) - [Cloud-Native Infrastructure with Kubernetes](/farshid/content/course-cloud-native.md) - [Edge AI Summit 2020 (Nov 18-20)](/farshid/content/course-edge-ai-summit.md) - [Embedded IoT](/farshid/content/course-iot.md) - [Full Stack Deep Learning](/farshid/content/course-full-stack-dl.md) - [Full Stack Deep Learning 2022](/farshid/content/course-full-stack-dl-2022.md) - [IoT Scholarship Foundation](/farshid/content/course-iot-scholarship.md) - [Machine Learning Specialization 2022](/farshid/content/course-ml-specialization.md) - [Metaverse & XR](/farshid/content/course-metaverse.md) - [MLOps β€” Machine Learning Engineering for Production](/farshid/content/course-mlops.md) - [OpenVINO Deep Learning](/farshid/content/course-openvino.md) - [Parallel Programming](/farshid/content/course-parallel-computing.md) - [RISC-V for AI](/farshid/content/course-risc-v.md) - [ROS β€” Robot Operating System](/farshid/content/course-ros.md) - [TensorFlow: Data and Deployment Specialization](/farshid/content/course-tensorflow-deploy.md) - [Tesla AI](/farshid/content/course-tesla.md) ## Notes & Guides - [2025](/farshid/content/note-llm-blog.md) - [Agent Swarm](/farshid/content/note-swarm.md) - [Building a Local Video Avatar Generator Using Ollama and Open-Source Tools](/farshid/content/note-llm-avatar.md) - [Computer Vision Expertise: Teaching & Coaching Services](/farshid/content/note-coaching-roadmap.md) - [Dr. Farshid Pirahansiah](/farshid/content/note-computer-vision-overview.md) - [Edge AI Solutions: Local LLM Implementation Business Plan](/farshid/content/note-startup-guide.md) - [git](/farshid/content/note-cpp.md) - [How PyCUDA Reads and Runs C Kernels](/farshid/content/note-pycuda.md) - [Mind Map: Orchestrating Agents](/farshid/content/note-llm-agents.md) - [Mind Map: Orchestrating Agents & Advanced LLM Concepts](/farshid/content/note-llm-concepts.md) - [My Top LinkedIn Posts from the Past Year](/farshid/content/note-linkedin-2024.md) - [Note Developer Tools](/farshid/content/note-developer-tools.md) - [Note Optical Flow](/farshid/content/note-optical-flow.md) - [Note Prompt Templates](/farshid/content/note-prompt-templates.md) - [Numba JIT Tutorial and PyCUDA with Apple Silicon Adaptation](/farshid/content/note-apple-ml.md) - [Optimization](/farshid/content/note-optimization-guide.md) - [Python](/farshid/content/note-python-configuration.md) - [Real-Time 3D Point Cloud Generation and Visualization from Depth Data](/farshid/content/note-3d-vision.md) - [Real-Time Multi-Camera Vision Systems](/farshid/content/note-multi-camera.md) - [Simple Setting Up a CUDA Development Environment in VS Code in Windows](/farshid/content/note-cuda-vscode.md) - [The New Era of SEO: Optimizing Websites for LLMs](/farshid/content/note-seo-for-llms.md) - [tools](/farshid/content/note-shell-vim.md) - [πŸš€ Accelerate Python with Numba’s `@jit(nopython=True)` πŸš€](/farshid/content/note-numba.md) ## Talks, Presentations & Keynotes ### Presentations & Slide Decks - [**The New Era of Research Tools**](/farshid/notes/slides/research-tools.md) - [**Hermes Agent for Research Assistance**](/farshid/notes/slides/presentation.md) - [**Hermes Agent for Big Computer Vision Projects**](/farshid/notes/slides/presentation-cv.md) - [**Hermes Agent β€” Recent Updates & Complete Feature Guide**](/farshid/notes/slides/presentation-updates.md) - [**New LLM Optimization Methods β€” Run Local & Fast**](/farshid/notes/slides/llm-optimization.md) - [Reducing Token Usage](/farshid/content/slides-token-optimization.md) - [**Research Tools β€” talks & keynotes hub**](/farshid/notes/slides/research-tools/) - [Where LLMs Meet Computer Vision: Unlocking Multimodal AI](/farshid/content/keynotes-llm-cv.md) ## Site Pages - [**🏠 Home β€” about & overview**](/farshid/) - [**πŸ•ΈοΈ Search Swarm β€” one search for the whole knowledge base**](/farshid/swarm/) - [**πŸ”— Scan & Share β€” all links + QR codes**](/farshid/qr/) - [**πŸ—‚οΈ Atlas β€” this index**](/farshid/atlas.md) - [**Talk: Reducing Token Usage in AI-Assisted Development**](/farshid/content/slides-token-optimization.md) - [**Keynote: LLMs Meet Computer Vision**](/farshid/content/keynotes-llm-cv.md) - [**Research Tools β€” talks & keynotes hub**](/farshid/notes/slides/research-tools/) - [Contact](/farshid/contact.md) - [Privacy](/farshid/privacy.md) ## Connect & Share - [**πŸ•ΈοΈ Search Swarm β€” one search for the whole knowledge base**](/farshid/swarm/) - [**πŸ”— Scan & Share β€” all links + QR codes**](/farshid/qr/) ## Projects Source code and scripts live under `projects/`. Each project has its own folder with its own README. - [llm-tools](/farshid/projects/llm-tools/README.md) - [mimo](/farshid/projects/mimo/README.md) - [rag](/farshid/projects/rag/README.md) - [site-tools](/farshid/projects/site-tools/README.md) --- *Generated index β€” every page is a plain Markdown file under `content/`.*