Huge thanks to everyone in the community! Just unlocked Level 2 – Initiate. 📜✨ Excited to keep learning, sharing, and creating with all of you. Onward and upward!

Hey guys! 👋 I'm working on a web tool where I need to dynamically adapt boundary checks (specifically gaze limits) to whatever screen size the user has. I want this completely frictionless—no manual questions, no dots to click, and no hardcoded dimensions. Since the browser only exposes resolution (screen.width, devicePixelRatio) and not physical dimensions, how are you handling multi-monitor or dynamic screen adaptations behind the scenes? Drop your recommendations or code snippets below!

I’m working on a real-time Computer Vision project for an online assessment system. The requirement is to detect when a candidate’s face becomes completely absent or partially outside the camera frame during a test. If it continues for a certain duration, the system should show a warning and save an evidence frame with the timestamp. I’m currently considering Python + OpenCV, YOLO for face detection, MediaPipe for facial landmarks, and FastAPI/WebSockets for real-time communication. I’d love to hear from anyone who has experience with real-time Computer Vision or proctoring systems. What approach and technologies would you recommend, and how would you handle false positives and real-time performance?

“How can I generate AI videos for free?”

Hey there, welcome to Crafted Motion Academy! 🎬 I've been making videos since 2011. I built this community to give you the exact workflows I use today to create viral AI videos and grow my account, so you can skip the trial and error and start creating right away. STEP 1 · Introduce yourself 👇 Vote in the poll, then copy the card below into a comment and fill it in. 📋 COPY THIS INTO A COMMENT ━━━━━━━━━━━━━━━ - Name + where I'm from: - The first video I want to make: - What I could use help with: - Something I've made (optional link): ━━━━━━━━━━━━━━━ STEP 2 · Start Phase 1 (free) 🎓 Open 👋 Start Here in the Classroom. It takes about ten minutes: how everything works, your learning path, and what to do on day one. Community Guidelines: - 🙌 Be kind, and make feedback specific: one thing that worked, or one thing to try. - 🔍 Try the lesson first. Stuck? Post in 🙋 Questions with the step and a screenshot. - 🧪 Share what you figure out: prompts, fixes and results. - 📵 No self-promo, spam or job posts. - 🔒 Premium prompts and lessons stay inside the Academy. - 🛑 No explicit content and no deepfakes of real people. Standard membership is free. Premium ($29/mo) unlocks the full Prompt Vault and a new tutorial every week. Let's build. 🚀