DeepGHS (Deep Generative anime Hobbyist Syndicate) is a passion-driven, non-profit community building anime/2D-focused infrastructure—because even otakus deserve robust tooling! 🎨
We obsess over ALL things anime-tech:
- 🖼️ Multimodal datasets (images, video, text, audio, 3D)
- 🤖 AI models that actually get anime aesthetics
- 🔧 Developer tools to make weeb R&D 10x easier
Our crew includes:
- narugo1992 (self-proclaimed Jerry Mouse 🐭 | Software Engineering PhD | 25+ years of coding/teamwork wizardry)
- A global squad of AI nerds + anime addicts from top labs/universities 🎓
- Pro artists who know "moe" isn’t just a typo 🎨
Fun fact: We hire based on passion for anime first, technical skills second. (Sorry, resume bots!)
Why trust us?
✅ 100% non-profit | ✅ Fully open-source | ✅ Zero paywalls (forever!)
💖 Backed by sponsors & collaborators who get our vision
- Original: Full-resolution images
- Compressed: WebP format (4M pixels)
- SFW Edition: Safe-for-work subset
- Original: Full dataset
- Compressed: WebP format (4M pixels)
- Character Similarity Dataset - For cross-character recognition
- Anime Face Detection - Labeled facial data
- Anime Head Detection - Head position annotations
- BangumiBase - Character-centric frame extractions
- Anime/Real Classifier - Distinguish anime from real images
- Image Type Classifier - Categorize artwork styles
- Furry Detection - Identify anthropomorphic characters
- Aesthetic Scorer - Predict visual appeal
- Style Era Classifier - Decade recognition
- Live Demo 🧪
- Face Detection - Precise facial localization
- Head Detection - Head position estimation
- Person Detection - Full-body recognition
- NSFW Censor - Content moderation
- Detection Demo 🎯
- CCIP - Character similarity encoding (Demo)
- WD Tagger Enhanced - Tagger with embeddings
- dghs-imgutils - Foundational anime image processing toolkit
- waifuc - Python framework for building data pipelines
- sdeval - Quantitative evaluation for Stable Diffusion outputs
- hfutils - Enhanced HuggingFace Hub interface
- cheesechaser - Targeted dataset sampling tool
- cyberharem - Automated LoRA training pipeline
For collabs, sponsorships, or just anime-tech chatter:
- 💬Discord: https://discord.gg/EAW4WqFdKY (We don’t bite—unless you’re a bug!)
- 🤗HuggingFace: https://huggingface.co/deepghs
- 💻GitHub: https://github.com/deepghs
- 📧Email: narugo1992@deepghs.org
We want YOU if:
- You can code and name 10 JoJo stands 💪
- You’re ready to build—not just consume—anime tech
How to apply:
- Pitch us via Discord/Email with:
- Your anime-tech portfolio
- What you’ll bring to our dojo 🥋
- OR: Directly request to join our HuggingFace Org , with the same things above
Note: We do light vetting to protect our community—it’s faster than a Naruto run, promise!
More tools, datasets, and magic in development!
Pro tip: Watch our repos ⭐ + Join Discord 👀 = Never miss an update!
Btw, the above magic was polished by deepseek-R1. Gotta say, this LLM is a copywriting wizard.