---
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
---

# 🤖 Vision Language Action (VLA) Demo

> Built by **[Codevally](https://www.codevally.com)** — AI-Powered Software Development & AI Solutions

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.

**Try it:** _"Pick up the defective board and place it in the red bin"_

## How it works

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

[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.

### 🔬 Our AI Specializations

| 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                   |

### ✅ Why Codevally

- **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)_