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| title: VLA Demo - Codevally AI |
| emoji: 🤖 |
| colorFrom: blue |
| colorTo: indigo |
| sdk: gradio |
| sdk_version: "5.25.0" |
| app_file: app.py |
| pinned: false |
| license: other |
| short_description: Vision Language Action pipeline — open-vocabulary AI demo |
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| # 🤖 Vision Language Action (VLA) Demo |
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| > Built by **[Codevally](https://www.codevally.com)** — AI-Powered Software Development & AI Solutions |
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| Upload an image and enter a natural-language command. The system detects objects using **Grounding DINO** (open-vocabulary), interprets your instruction with an **LLM**, generates a structured action plan, and visualizes the result. |
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| **Try it:** _"Pick up the defective board and place it in the red bin"_ |
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| ## How it works |
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| 1. 📸 **Vision** — Grounding DINO detects objects based on your command text |
| 2. 🧠 **Language** — LLM (OpenAI / Groq) interprets the command |
| 3. 📋 **Planning** — Structured action steps are generated |
| 4. 🎬 **Action** — Annotated visualization is produced |
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| ## 🏢 About Codevally |
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| [Codevally](https://www.codevally.com) is a forward-thinking technology company at the intersection of **AI and software development**. We specialize in building intelligent systems, AI-powered applications, and custom AI solutions that transform businesses — from traditional software to cutting-edge machine learning implementations. |
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| ### 🔬 Our AI Specializations |
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| | Domain | Capabilities | |
| | ----------------------------- | ---------------------------------------------------------------------- | |
| | 🖼️ **Computer Vision** | Object detection, image classification, video analytics, visual search | |
| | 🤖 **Language Models (LLMs)** | OpenAI, Claude, Gemini, Llama fine-tuning, RAG systems, AI agents | |
| | 💬 **NLP** | Sentiment analysis, NER, text summarization, question answering | |
| | 📈 **Predictive AI** | Forecasting, anomaly detection, churn & risk scoring | |
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| ### ✅ Why Codevally |
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| - **AI-First Approach** — Deep expertise in AI/ML and modern LLM technologies |
| - **End-to-End Solutions** — From concept to deployment and monitoring (MLOps) |
| - **Practical AI** — Focused on real business value, not just technology |
| - **Responsible AI** — Ethics, bias detection, and governance built-in |
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| _This demo is an open-vocabulary Vision Language Action pipeline built by the Codevally AI team. [Learn more →](https://www.codevally.com)_ |
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