--- layout: farshid_default title: "Sitemap & Page Summaries" permalink: /notes/sitemap/ description: "Complete navigation index with summaries of all site pages" markmap: | # Sitemap ## Product - Computer Vision - AI & LLMs - CUDA & GPU ## Solution - Courses - Business ## Atlas - About - Research - Programming - Optimization - Knowledge --- Complete navigation index with summaries of all site pages *Last updated: 2026-09-04.* # Sitemap — All Pages ## Product ### Computer Vision - **[3D Vision & Multi-Camera](/notes/docs/cv/3d/)** — Real-time 3D point cloud generation, depth sensing, multi-camera sync with OpenCV, GStreamer, and C++ - **[Optical Flow](/notes/docs/cv/optical-flow/)** — Challenges and solutions: illumination, occlusions, fast motion, textureless regions, GPU acceleration - **[Multi-Camera Systems](/notes/docs/cv/multi-camera/)** — Architecture guide for scaling to 100+ cameras: sync, GPU/NPU, USB/DMA - **[CV Overview](/notes/docs/cv-overview/)** — Computer vision research and overview - **[CV Coaching](/notes/docs/coaching/)** — Computer vision teaching and coaching services ### AI & LLMs - **[Advanced LLM Concepts](/notes/docs/llm/llm-concepts/)** — RAG, embeddings, knowledge graphs, multimodal models, production deployment - **[Orchestrating Agents](/notes/docs/llm/agents/)** — Multi-agent systems, task decomposition, LLM orchestration - **[Blog: AI & LLMs](/notes/docs/llm/blog/)** — RAG vs CAG, multi-agent architectures, AI's impact - **[Avatar Generator](/notes/docs/llm/avatar/)** — Local video avatar with Ollama + Wav2Lip (no cloud) - **[Local LLM Optimization](/notes/docs/llm/local-llm-optimization/)** — Fastest Qwen3.5 at 64K context on Apple M3 via MLX (oMLX/llama.cpp), with downloadable scripts - **[K2-Horizon Locally](/notes/docs/llm/k2-horizon-local/)** — Serve IFM K2-Horizon GGUF via the MBZUAI-IFM llama.cpp fork on Apple Silicon, wired into Hermes at 64K ### CUDA & GPU - **[Numba JIT](/notes/docs/cuda/numba/)** — Python 10-100x speedup with @jit(nopython=True) - **[PyCUDA Kernels](/notes/docs/cuda/pycuda/)** — CUDA C kernels from Python with GPU memory management - **[CUDA in VS Code](/notes/docs/cuda/cuda-vscode/)** — Dev environment setup on Windows - **[MLX, CoreML & Metal](/notes/docs/cuda/apple-ml/)** — Apple Silicon ML frameworks --- ## Solution ### Courses - **[All Topics](/notes/courses/)** — Complete topics index - **[ML Specialization](/notes/courses/ml-spec/)** — Coursera ML notes - **[Full Stack DL](/notes/courses/fsdl/)** — ML production, data lifecycle - **[FSDL 2022](/notes/courses/fsdl-2022/)** — Continual learning, data management, testing - **[MLOps](/notes/courses/mlops/)** — ML engineering for production - **[ROS](/notes/courses/ros/)** — Robot Operating System - **[Parallel Programming](/notes/courses/parallel/)** — Python parallel CV - **[Modern C++](/notes/courses/modern-cpp/)** — C++29 for image processing - **[Cloud-Native](/notes/courses/cloud-native/)** — Docker & Kubernetes - **[TF Deployment](/notes/courses/tf-deploy/)** — TF.js, TF Lite, mobile ML - **[RISC-V](/notes/courses/risc-v/)** — Open-source processor architecture - **[Edge AI Summit](/notes/courses/edge-ai-summit/)** — TinyML, neuromorphic, edge inference - **[Embedded IoT](/notes/courses/iot/)** — Embedded systems - **[Tesla AI](/notes/courses/tesla/)** — Autonomous driving - **[AI Hardware](/notes/courses/ai-hardware/)** — Accelerators & NPUs - **[OpenVINO](/notes/courses/openvino/)** — Intel inference optimization - **[Metaverse](/notes/courses/metaverse/)** — XR & spatial computing - **[Book Summaries](/notes/courses/book-summary/)** — Knowledge management, PKM - **[IoT Scholarship](/notes/courses/iot-scholarship/)** — OpenVINO edge AI, object detection ### Business - **[Startup Guide](/notes/docs/startup/)** — Edge AI business plans, fundraising in Germany, pitch decks - **[SEO for LLMs](/notes/docs/seo/)** — Structured data, AI-friendly content optimization - **[Top LinkedIn Posts](/notes/docs/linkedin/)** — Top posts: camera calibration, C++, robotics - **[10 Years of Bug Fixing](/notes/pubs/10-years/)** — Lessons from fixing bugs in CV systems - **[Solutions](/notes/docs/solutions/)** — Industry solutions and business - **[Connect](/notes/docs/solutions/#connect)** — Get in touch --- ## Atlas ### About - **[Crypto](/farshid/content/crypto.md)** — Support the site with crypto donations (ETH, BTC, SOL, Base, BNB) - **[MetaMask](/farshid/content/metamask.md)** — Connect a crypto wallet and test send/receive - **[Game](/farshid/content/game.md)** — Play Snake, Flappy Bird and 2048 in your browser - **[QR Codes](/farshid/content/qr.md)** — Scan QR codes to open referral & join links (OpenCode, Trade Republic, Scalable, Wise, eToro) - **[Solana Games](/farshid/content/solana-games.md)** — Simple Solana games and on-chain mini-games - **[Shop](/shop/)** — Digital downloads: branded PDF guides and ebooks - **[Book](/book/)** — Computer Vision & AI Engineer's Guide (free PDF) ### Research - **[Patents](/notes/pubs/patents/)** — 3 patents: face augmentation, vehicle detection, facial analysis - **[Papers](/notes/pubs/papers/)** — 11 conference papers: camera calibration, license plates, thresholding - **[Journals](/notes/pubs/journals/)** — 6 journals: PSNR, SLAM, ant colony, character recognition - **[Books](/notes/pubs/books/)** — 7 books: optical flow, camera calibration, OpenCV 5 chapters, CV meets LLM - **[Keynotes](/notes/pubs/keynotes/)** — LLMs meet Computer Vision - **[CV](/notes/pubs/cv/)** — Full curriculum vitae ### Programming - **[C++ Reference](/notes/docs/cpp/)** — Memory (stack/heap), STL, debugging, Linux essentials - **[Python Config](/notes/docs/python/)** — ConfigParser, argparse, pydantic, hydra, pybind11, Cython - **[Developer Tools](/notes/docs/dev-tools/)** — Docker, GitHub tricks, CLI tools - **[Shell & Vim](/notes/docs/shell-vim/)** — Terminal essentials, vim basics ### Optimization - **[CV/DL/ML Optimization](/notes/docs/optimization/)** — Quantization, pruning, TensorRT, ONNX, frameworks - **[Prompts](/notes/docs/prompts/)** — Reusable LLM prompt templates ### Knowledge - **[Wiki](/notes/wiki/)** — Wikipedia-style index of all pages - **[Sitemap](/notes/sitemap/)** — Complete page listing - **[Presentations](/notes/slides/)** — All research-tool decks - **[The New Era of Research Tools](/notes/slides/research-tools/)** — Passive chat → autonomous workflows: Hermes, LeapSpace, PaperBanana, citation finders, swarms - **[New LLM Optimization Methods](/notes/slides/llm-optimization/)** — Unsloth Dynamic 3.0, MTP, DFlash2, oMLX/MLX, FlashAttention-2; Qwen3.8-Flash synthesis - **[Hermes for Research Assistance](/notes/slides/presentation/)** — Literature sweeps, code reproduction, paper drafting - **[Hermes for Big CV Projects](/notes/slides/presentation-cv/)** — Production-scale CV engineering with agents - **[Hermes Updates & Feature Guide](/notes/slides/presentation-updates/)** — Complete feature tour with examples - **[Portfolio](/notes/pkm/use-cases/)** — Publications, patents, books, journals, papers, keynotes - **[Resources](/notes/docs/resources/)** — Patents, books, papers, projects - **[Curated Links](/notes/docs/links/)** — Tools, tutorials, reading, YouTube - **[Content Hub](/notes/docs/)** — All content categories