# Resources ## Library **Manufacturing Defect Library** Browse common defects and AI detection solutions [here](https://www.overview.ai/resources/defect-library). **Case Studies** Real-world success stories and implementations [here](https://www.overview.ai/resources/case-studies). ## Documentation **OV10i Documentation** Entry-level smart camera docs [here](https://docs.overview.ai/docs/guides/ov10i/welcome). **OV20i Documentation** Smart camera system documentation [here](https://docs.overview.ai/docs/guides/ov20i/welcome). **OV80i Documentation** High-performance vision system docs [here](https://docs.overview.ai/docs/guides/ov80i/welcome). ## Getting Started **Quick Start Guide** Get up and running quickly [here](https://docs.overview.ai/). **Product Activation** Activate your OV20i camera system [here](https://www.overview.ai/support/docs/product-activation). **Installation Guide** Hardware setup and mounting [here](https://docs.overview.ai/docs/guides/ov20i/install-camera). **First Recipe** Create your first inspection [here](https://docs.overview.ai/docs/ov20i/recipes-all-recipes-home). **FAQ** Answers to common questions about cameras, AI, pricing & more [here](https://www.overview.ai/resources/faq). ## Comparisons **Edge vs Cloud: True Cost Analysis** Hidden costs of SaaS vision—data egress, downtime, IP ownership, and more [here](https://www.overview.ai/compare/edge-vs-cloud-cost-analysis). **Overview AI vs Cognex** See how Overview AI eliminates complexity and programming requirements [here](https://www.overview.ai/compare/overview-vs-cognex). **Overview AI vs Keyence** Compare costs, deployment time, and ease of use [here](https://www.overview.ai/compare/overview-vs-keyence). ## Learning Center Interactive walkthroughs and step-by-step guides to help you master your Overview.ai system ### How to Use the OV20i Software v18.92 walkthrough ## Videos ### Easy IO Simple input/output configuration ### Training with Only 2 Samples Train models with minimal samples ### Inspection of Shiny Objects Handle reflective surfaces ### Assembly Check Demo Verify assembly completeness ### Connecting to Your Camera: Troubleshooting Tips Connecting to the vision system ### How to create a segmentation recipe in minutes [Watch on YouTube](https://www.youtube.com/watch?v=QiiuNTI2KWM) Learn how to quickly build a segmentation recipe for pixel-level defect detection. ### Deploy AI Inspection in Minutes [Watch on YouTube](https://www.youtube.com/watch?v=SETewC4ODug) Step-by-step guide to deploying AI inspection with Overview cameras. ## Blog **Blister & Cap Weld Cosmetic Inspection: Ensuring Pharmaceutical Package Quality** Discover how AI-powered vision systems detect cosmetic defects in pharmaceutical blister packs and cap welds, ensuring product integrity and regulatory compliance. [Read more](https://www.overview.ai/blog/blister-cap-weld-cosmetic-inspection). **Battery Laser-Weld Inspection (Tabs & Sealing Pins)** Ensure welds are placed correctly, repeatable, and free of defects with AI-powered vision inspection for battery manufacturing. [Read more](https://www.overview.ai/blog/battery-laser-welding-defect-detection-ov80i). **Finding Microscale Surface Defects on Medical Device Components** Learn how AI vision and the right optics detect small, reflective surface defects on medical devices. [Read more](https://www.overview.ai/blog/medical-device-micro-scratch-inspection-ai). **Common Tablet Defects in Pharmaceutical Manufacturing** Understanding the most common tablet defects in pharmaceutical manufacturing and how AI-powered inspection can help prevent them. [Read more](https://www.overview.ai/blog/tablet-defects-manufacturing). **The Top 3 Quality Inspection Challenges in Battery Gigafactories** In a battery gigafactory, a microscopic defect can lead to catastrophic failure. The speed and scale required demand a new level of inspection technology. [Read more](https://www.overview.ai/blog/battery-gigafactory-challenges). **Why Local Support Matters in Industrial Vision Deployment** Overview.ai Expands Ohio Coverage: The Case for Local Industrial Vision Support. [Read more](https://www.overview.ai/blog/local-support-matters). **How to Train a Defect Detection Model in Under an Hour (Without Code)** Your factory team can deploy a powerful AI inspection in less time than a lunch break. [Read more](https://www.overview.ai/blog/train-defect-model-one-hour). **The Future of AI in Manufacturing Quality Control** Explore how artificial intelligence is revolutionizing quality control processes in modern manufacturing facilities. [Read more](https://www.overview.ai/blog/ai-manufacturing-quality-control). **5 Ways to Reduce Defects in Automotive Production** Discover proven strategies to minimize defects and improve quality in automotive manufacturing lines. [Read more](https://www.overview.ai/blog/reduce-automotive-defects). ## Visual Inspection Walkthroughs Step-by-step guides for setting up AI-powered visual inspection across manufacturing applications. **Crimp Barrel Visual Inspection** Automate crimp barrel inspection to detect under-crimps, nicked strands, and strip length defects [here](https://www.overview.ai/resources/walkthroughs/crimp-barrel-visual-inspection). **AI Brake Pad Inspection** AI-powered machine vision delivers 100% inline inspection for brake pads in automotive manufacturing [here](https://www.overview.ai/resources/walkthroughs/brake-pad-visual-inspection-with-ai). **Tablet Visual Inspection** AI machine vision for 100% in-line tablet inspection, detecting chips, cracks, and contamination [here](https://www.overview.ai/resources/walkthroughs/tablet-visual-inspection-ai). ## Downloads **3D CAD Models** STEP files for mounting design [here](https://www.overview.ai/resources/cad-downloads). **Software Updates** Latest firmware and tools [here](https://updates.overview.ai/). ## Need More Help? Our support team is ready to assist you with any questions. [Contact Support](https://www.overview.ai/contact).