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Date Post Category Tags
Oct 26, 2026 Agentic Developer: Zero to Advanced series, agentic-ai, langgraph, computer-vision, python  
Oct 26, 2026 ControlNet-Conditioned Diffusion computer-vision, synthetic-data, X-ray, diffusion, ControlNet, LoRA  
Oct 26, 2026 Joint Image and Mask Diffusion computer-vision, synthetic-data, X-ray, diffusion, generative-modeling  
Oct 26, 2026 Physics-Based X-ray Simulation computer-vision, synthetic-data, X-ray, physics  
Oct 26, 2026 Flux-Based Mask-Conditioned Generation computer-vision, synthetic-data, X-ray, diffusion, Flux, LoRA  
Oct 26, 2026 Mask-Conditioned Diffusion Fine-Tuning computer-vision, synthetic-data, X-ray, diffusion, LoRA  
Oct 26, 2026 GAN-Based Synthesis computer-vision, synthetic-data, X-ray, GAN, generative-modeling  
Oct 26, 2026 SpatialClaw for Inspection series, agentic-ai, computer-vision, inspection  
Oct 26, 2026 X-ray Inspection Video + Sound Generation computer-vision, video-generation, audio-generation, X-ray, diffusion  
Oct 26, 2026 Video Conditioning vs. Single-Frame Conditioning computer-vision, video-generation, audio-generation, X-ray, diffusion  
Oct 26, 2026 Local-AI Defect Inspection Series series, computer-vision, VLM, semiconductor, edge-ai  
Oct 26, 2026 Agentic AI Software Factory: Inspection System series, agentic-ai, software-factory, langgraph  
Oct 26, 2026 Agentic AI Software Factory: Robust Segmentation Models series, agentic-ai, segmentation, computer-vision  
Oct 24, 2026 Agentic Developer: Zero to Advanced, Part 14: Context Engineering Starts With Retrieval agentic-ai, python, retrieval, evaluation  
Oct 23, 2026 Paper of the Week series, papers, computer-vision, VLM  
Oct 23, 2026 4 Papers Worth Reading — Week of October 23, 2026 papers, weekly-pick, computer-vision, VLM, Vision-Language Models, Model Efficiency, Synthetic Data  
Oct 22, 2026 SpatialClaw for Inspection, Part 5: A Real Sandbox, and Trying to Break It series, agentic-ai, computer-vision, inspection, security  
Oct 21, 2026 SpatialClaw for Inspection, Part 4: Eyes and Hands for the Loop series, agentic-ai, computer-vision, inspection  
Oct 20, 2026 SpatialClaw for Inspection, Part 3: The Smallest Kernel Loop series, agentic-ai, computer-vision, inspection  
Oct 20, 2026 SpatialClaw for Inspection, Part 2: The Adaptation Plan series, agentic-ai, computer-vision, inspection  
Oct 20, 2026 SpatialClaw for Inspection, Part 1: What SpatialClaw Actually Does series, agentic-ai, computer-vision, paper-deep-dive  
Oct 18, 2026 A Synthetic Void Dataset With Exact Masks, Built From Fashion-MNIST segmentation, synthetic-data, computer-vision, agentic-ai  
Oct 17, 2026 Agentic Developer: Zero to Advanced, Part 8: Tool Design agentic-ai, python, computer-vision, evaluation  
Oct 17, 2026 Agentic Developer: Zero to Advanced, Part 6: Building the Graph agentic-ai, langgraph, python, computer-vision  
Oct 17, 2026 Agentic Developer: Zero to Advanced, Part 7: The Inspection Pipeline agentic-ai, langgraph, python, computer-vision  
Oct 9, 2026 5 Papers Worth Reading — Week of October 9, 2026 papers, weekly-pick, computer-vision, VLM, Reasoning & Agents, Generative Models  
Oct 3, 2026 Agentic Developer: Zero to Advanced, Part 5: What Makes It an Agent agentic-ai, python, computer-vision  
Oct 2, 2026 5 Papers Worth Reading — Week of October 2, 2026 papers, weekly-pick, computer-vision, VLM, Vision-Language Models, Reasoning & Agents, Benchmarks & Evaluation, Multimodal Learning  
Sep 27, 2026 FleXray’s Synthetic X-Ray Engine — What Actually Transfers to Universal Void Detection papers, computer-vision, segmentation, synthetic-data, semiconductor  
Sep 22, 2026 Can Qwen-Image-2.1 Draw You a Rare Defect? Mask-Conditioned Editing, Tested Honestly on Real X-Rays papers, computer-vision, diffusion-models, synthetic-data, semiconductor  
Sep 15, 2026 Agentic Developer: Zero to Advanced, Part 4: Prompting and Structured Output agentic-ai, structured-output, computer-vision, python  
Sep 14, 2026 Agentic Developer: Zero to Advanced, Part 3: Your First Tool-Calling LLM agentic-ai, computer-vision, synthetic-data, python  
Sep 11, 2026 Reimplementing Marigold V2 — One Forward Pass, and the Fine-Tuned Checkpoint That Made Things Worse papers, computer-vision, diffusion-models, depth-estimation, semiconductor  
Sep 11, 2026 5 Papers Worth Reading — Week of September 11, 2026 papers, weekly-pick, computer-vision, VLM, Reasoning & Agents, Vision-Language Models, Benchmarks & Evaluation, Model Efficiency, Generative Models  
Sep 9, 2026 Reimplementing SAM3-O2D2 — When a Detector Lies, Make It Prove the Claim, With Real Code papers, computer-vision, ood-detection, sam3, semiconductor  
Sep 5, 2026 Agentic Architecture: Supply Chain series, agentic-ai, langgraph, supply-chain  
Sep 5, 2026 Agentic Developer: Zero to Advanced, Part 2: The Dataset and the Baseline Model agentic-ai, computer-vision, synthetic-data, python  
Sep 5, 2026 Agentic Developer: Zero to Advanced, Part 1: Why Agentic AI, Why X-ray Defect Detection agentic-ai, langgraph, computer-vision, synthetic-data, python  
Sep 4, 2026 Synthetic Data Series series, computer-vision, synthetic-data, X-ray, semiconductor  
Sep 4, 2026 Reimplementing ENEAS — Catching a Tracker Before It Grabs the Wrong Fish, With Real Code papers, computer-vision, video-segmentation, vision-language-models, open-source  
Sep 4, 2026 Reimplementing NC-TFAD — Fixed Prototypes vs. a Naive Baseline, Streamed Honestly papers, computer-vision, anomaly-detection, continual-learning, open-source  
Sep 4, 2026 Reimplementing PL-SCEA — Take Two, After a GitHub Issue Told Me I Got It Wrong papers, computer-vision, anomaly-detection, open-source  
Sep 4, 2026 5 Papers Worth Reading — Week of September 4, 2026 papers, weekly-pick, computer-vision, VLM, Vision-Language Models, Generative Retrieval, Reasoning & Agents, Multimodal Learning  
Sep 3, 2026 Head-to-Head, Licensing, and the Recommendation computer-vision, image-registration, semiconductor, licensing  
Sep 3, 2026 Deep Learning: Deformable Registration computer-vision, image-registration, deep-learning, semiconductor  
Sep 3, 2026 3 Papers Worth Reading — Week of September 3, 2026 papers, weekly-pick, computer-vision, remote-sensing, anomaly-detection, segmentation  
Sep 3, 2026 Reimplementing DPA — Zero-Shot Anomaly Generation by Transfer, With Real Code papers, computer-vision, anomaly-detection, diffusion, open-source  
Sep 3, 2026 Reimplementing Lightweight VLM Adaptation for Multispectral + SAR, With Real Code papers, computer-vision, remote-sensing, vision-language-models, open-source  
Sep 3, 2026 Reimplementing InstEditSeg — Segmentation as Instructed Image Editing, With Real Code papers, computer-vision, segmentation, diffusion, medical-imaging, open-source  
Sep 3, 2026 Reimplementing Point-Supervised Change Detection With Real SAM2, With Real Code papers, computer-vision, segmentation, remote-sensing, open-source  
Sep 2, 2026 Video & Sound Generation Series series, computer-vision, video-generation, audio-generation, X-ray  
Sep 2, 2026 Deep Learning: Affine Regression and Deep Feature Matching computer-vision, image-registration, deep-learning, semiconductor  
Sep 2, 2026 The Benchmark and Classical Methods computer-vision, image-registration, semiconductor, classical-cv  
Sep 2, 2026 Image Registration Series series, computer-vision, image-registration, deep-learning, semiconductor  
Aug 28, 2026 5 Papers Worth Reading — Week of August 28, 2026 papers, weekly-pick, computer-vision, VLM, Reasoning & Agents, Benchmarks & Evaluation, Multimodal Learning  
Aug 28, 2026 Reimplementing RAU — VLMs Pointing SAM2 at the Right Region, With Real Code papers, computer-vision, segmentation, vision-language-models, open-source  
Aug 27, 2026 Online Course Notes series, course-notes  
Aug 27, 2026 Reimplementing HPMA — Frozen Prototype Memory for SAM3, With Real Code papers, computer-vision, segmentation, open-source  
Aug 27, 2026 Building Adaptive AI Agents — Course Notes agentic-ai, course-notes  
Aug 27, 2026 Building Adaptive AI Agents — Hands-On, Open-Source Edition agentic-ai, course-notes, open-source  
Aug 25, 2026 1 Paper Worth Reading — FlowEvo, Week of August 25, 2026 papers, weekly-pick, agents, Reasoning & Agents  
Aug 23, 2026 Computer Vision Foundations Series series, computer-vision, opencv, pytorch, foundation-models  
Aug 23, 2026 Command Line Mastery for HPC Series series, command-line, hpc, linux, bash, parallel-computing  
Aug 23, 2026 Permission Wizardry command-line, permissions, chmod, chown, security  
Aug 23, 2026 SSH and Remote Access command-line, ssh, remote-access, security, hpc  
Aug 23, 2026 Text Processing Power command-line, text-processing, grep, awk, sed, sort  
Aug 23, 2026 Your Digital Compass command-line, navigation, basics, unix  
Aug 23, 2026 File Manipulation Magic command-line, file-operations, cp, mv, mkdir, rm  
Aug 23, 2026 Bash Scripting Essentials command-line, bash, scripting, automation, hpc  
Aug 23, 2026 File Detective Skills command-line, find, search, hpc  
Aug 23, 2026 HPC Job Scheduling with bsub command-line, hpc, bsub, job-scheduling, parallel-computing  
Aug 23, 2026 File Transfer Mastery command-line, file-transfer, rsync, scp, hpc  
Aug 23, 2026 Environment Mastery command-line, environment, bash, variables, configuration  
Aug 23, 2026 Automation Excellence command-line, automation, cron, monitoring, orchestration  
Aug 23, 2026 Parallel Processing Power command-line, parallel-processing, xargs, gnu-parallel, background-jobs  
Aug 23, 2026 The Magic of Modes: Understanding Vim’s Secret Language vim, modes, philosophy, intermediate  
Aug 23, 2026 Vim Survival Guide: Don’t Panic! vim, beginner, survival, basics  
Aug 23, 2026 Text Objects: The Secret Weapon of Vim Masters vim, text-objects, selection, advanced  
Aug 23, 2026 The Other 80%: Advanced Vim Mastery vim, advanced, plugins, customization, expert  
Aug 23, 2026 Search and Replace Mastery: Find and Transform Anything Instantly vim, search, replace, regex, patterns  
Aug 23, 2026 Registers and Macros: Copy-Paste on Steroids and Automation Magic vim, registers, macros, automation, clipboard  
Aug 23, 2026 Navigate Like a Pro: Movement Mastery in Vim vim, movement, navigation, efficiency  
Aug 23, 2026 File Management and Buffers: Mastering Multi-File Workflows in Vim vim, buffers, files, tabs, splits, workflow  
Aug 23, 2026 Visual Mode: See What You’re Doing vim, visual-mode, selection, precision  
Aug 23, 2026 Delete, Change, Copy Like a Wizard: The Holy Trinity of Vim Editing vim, editing, delete, change, yank, operators  
Aug 23, 2026 Vim Mastery Series series, vim, text-editor, productivity, programming  
Aug 21, 2026 5 Papers Worth Reading — Week of August 21, 2026 papers, weekly-pick, computer-vision, VLM, Model Efficiency, Vision-Language Models, Benchmarks & Evaluation, Reinforcement Learning  
Aug 16, 2026 Agentic Development Series series, agentic-ai, computer-vision, semiconductor  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 7: Agent-to-Agent Interoperability with A2A agentic-ai, computer-vision, semiconductor, python, a2a  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 9: Retrieval, Grounding Your Agent in Real Knowledge agentic-ai, computer-vision, semiconductor, python, rag  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 2: Reflection agentic-ai, computer-vision, semiconductor, python  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 3: Tool Use and MCP agentic-ai, computer-vision, semiconductor, python, mcp  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 1: What Agentic AI Actually Is agentic-ai, computer-vision, semiconductor, python  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 5: Planning and Multi-Agent Systems agentic-ai, computer-vision, semiconductor, python  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 8: Fine-Tuning and Distilling Your Own Agent agentic-ai, computer-vision, semiconductor, python, distillation  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 6: Advanced Agentic AI Development agentic-ai, computer-vision, semiconductor, python  
Aug 16, 2026 Agentic AI for Semiconductor Imaging, Part 4: Evaluations and Error Analysis agentic-ai, computer-vision, semiconductor, python  
Aug 15, 2026 4 Papers Worth Reading — Week of August 15, 2026 papers, weekly-pick, computer-vision, VLM  
Aug 14, 2026 Fine-Tuning LFM2.5-VL-3B for X-ray Defect Detection — Does the Grounding Upgrade Actually Help? computer-vision, VLM, fine-tuning, LoRA, semiconductor, X-ray, edge-ai LFM2.5-VL, LiquidAI, LoRA, PEFT, Outlines, GDXray, structured-generation
Aug 14, 2026 Can a Small Local VLM Catch Its Own Auto-Labeling Mistakes? Testing LFM2.5-VL-3B as a Judge computer-vision, VLM, LoRA, semiconductor, X-ray, edge-ai, few-shot LFM2.5-VL, LiquidAI, Outlines, GDXray, structured-generation, LLM-as-judge
Aug 9, 2026 Fine-Tuning LFM2-VL-450M for X-ray Defect Detection and Localization computer-vision, VLM, fine-tuning, LoRA, semiconductor, X-ray, edge-ai LFM2-VL, LiquidAI, LoRA, PEFT, Outlines, GDXray, structured-generation
Aug 3, 2026 Data Science Steps Series series, data-science  
Aug 3, 2026 VLM Series series, vision-language, VLM  
May 3, 2025 Anomaly Detection Series data science, machine learning, anomaly detection  
May 3, 2025 Finding the Oddballs: A Not-So-Technical Guide to Anomaly Detection(Density Estimation and Robustness) data science, machine learning, tutorial, anomaly detection  
May 3, 2025 Fine-Tuning Qwen3-14B with Unsloth: A Practical Guide for Data Scientists LLM, Fine-tuning, HuggingFace, LoRA, QLoRA Qwen3, Unsloth, Transformers, Colab, GPU, Fine-Tuning, LoRA
May 3, 2025 Hands-On with Qwen3-14B: A Reasoning-Centric LLM for Data Scientists AI, LLM, Reasoning, NLP, HuggingFace, Colab, Transformers Qwen3, HuggingFace Transformers, Colab, Instruction Tuning, Conversational AI
Jan 23, 2025 Image Segmentation: Dividing and Conquering computer-vision, segmentation, morphology, thresholding segmentation, thresholding, watershed, erosion, dilation, morphology, contours
Jan 22, 2025 Modern Vision Models: CNNs, Vision Transformers, and DINOv2 computer-vision, transformers, foundation-models, dinov2 cnn, vision-transformer, dinov2, self-supervised, huggingface
Jan 22, 2025 Your First CV Project: Putting It All Together computer-vision, project, application, deployment project, streamlit, gradio, deployment, portfolio
Jan 22, 2025 Why Deep Learning? When Classical Methods Hit the Wall computer-vision, deep-learning, neural-networks, pytorch cnn, transfer-learning, pytorch, classification
Jan 22, 2025 OpenCV Essentials: Your First Computer Vision Toolkit computer-vision, opencv, image-processing opencv, python, resize, crop, rotate, filters
Jan 22, 2025 Finding Patterns: Edges, Contours, and Shapes computer-vision, edge-detection, contours, opencv canny, contours, shapes, pattern-recognition
Jan 22, 2025 Where to Go Next: Your Computer Vision Journey computer-vision, career, learning, resources career, resources, advanced-topics, portfolio, job-search
Jan 22, 2025 Feature Magic: What Makes Images Unique computer-vision, features, keypoints, matching sift, orb, keypoints, feature-matching, panorama
Jan 16, 2025 Images as Data: How Computers See the World computer-vision, numpy, matplotlib, basics pixels, arrays, python, hands-on
Jan 15, 2025 Why Computer Vision? Teaching a Robot to See Computer Vision, AI, Machine Learning, OpenCV, Deep Learning Computer Vision, Image Processing, AI, Tutorial, Beginner
Sep 7, 2024 UV: Python Packaging, Reimagined (and Lightning Fast) python, packaging, development, tools, uv, scripting, workflow, opinion  
Aug 13, 2024 Matrix Multiplication fastai, matrix multiplication  
May 10, 2024 Tools Series series, tools, python, development  
Nov 20, 2023 Understanding Matrix Multiplication from FastAI deep-learning, mathematics, fastai matrix-multiplication, neural-networks, pytorch, numpy, mathematics
Oct 21, 2023 How to Use Nougat to Read Scientific Paper Nlp, Research paper, Text  
Oct 17, 2023 Welcome To My Data Science & Machine Learning Blog news, data-science  
Nov 22, 2022 Data Science Steps to Follow - 06 data-science, machine-learning, validation validation, overfitting, cross-validation
Nov 22, 2022 Data Science Steps to Follow - 05 code, image, analysis  
Nov 21, 2022 Data Science Steps to Follow - 03 code, tabular, analysis  
Nov 21, 2022 Data Science Steps to Follow - 04 code, text, analysis  
Nov 20, 2022 Data Science Steps to Follow - 02 data-science, feature-engineering, tutorial preprocessing, feature-engineering, scaling, encoding
Nov 19, 2022 Data Science Steps to Follow - 01 code, analysis, tutorial  
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