The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
ā¢ 21h
š City Mood Generator ā AI Cinematic Workflow
Ever wanted to instantly visualize the mood of any city through cinematic frames? That's exactly what I built with Melius.
You type a city name ā Mel automatically builds the entire workflow: scene breakdown, keyframe generation, style grading, and final stitch ā all in one canvas.
Tokyo at night. Cyberpunk neon. Wet streets. Done in minutes.
š Project: https://app.melius.com/projects/d94c71dc-101f-4899-82e5-790fb818f16a/canvas/9ea7b971-b51e-4322-81f2-e31ca92fcb46
#meliuschallenge
ā¢ 12h
glad you liked it!
Hey there! Can you share the public link to this project?
You can do this by changing the General Access setting on your Melius project from 'Restricted' to 'Anyone with the link.'
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
Dog Breed Classification System
š GitHub Repository
š Live Demo
Built a deep learning computer vision application capable of classifying 120 dog breeds from uploaded images.
Implemented transfer learning using ResNet and EfficientNet architectures with PyTorch and Torchvision.
Improved model performance from ~3% CNN baseline accuracy to 78.97% ensemble accuracy through optimization and fine-tuning.
Applied advanced deep learning techniques including label smoothing, gradual unfreezing, weight decay, learning rate scheduling, and Test Time Augmentation (TTA).
Deployed a production-ready Streamlit application with real-time image inference and probability predictions.
This is interesting! Which dog is the easiest to classify?
Built an AI Security Scanner for GitHub Orgs in 2 Weeks
Engineered an end-to-end AI platform that scans entire GitHub organizations for vulnerabilities and auto-generates fix PRs.
What it does:
Crawls 100+ repos via GitHub GraphQL API in batch mode
Runs GPT-4 over real source code to detect SQL injection, XSS, hardcoded secrets, CSRF, auth bypasses
Scores by severity, generates secure code fixes, creates PRs automatically
Real-time WebSocket dashboard shows live progress
Tech: Next.js 15 Ā· Node.js Ā· Supabase Ā· BullMQ Ā· Redis Ā· OpenAI Ā· CrewAI
Open source, MIT licensed: github.com/aymandakir/org-code-ai
Shipped in under 2 weeks. Full stack, production-ready.
Great work! And it's open source too. š
Go with the second one (shorter, punchier).Most AI tools give you one beautiful screen, then inconsistency. This approach flips it: define your design system once (colors, type, spacing, components), then generate at scale.
Five screens. One language. Zero manual cleanup.
AI doesn't replace design thinking. It amplifies it , when you teach it your system first.
Now go win. šÆ
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
portfolioreview
The best portfolios tell a story, not just show a grid.Ā Share yours for feedback.
freelancerlife
Freelancer life is wins, pivots, and everything in between. Whatās yours right now?