Advanced AI Platform

Professional AI system supporting text generation, image synthesis, audio processing, and custom model training. Deploy production-ready AI models directly from your browser with advanced generative capabilities.

AI Model Types

📝

Text Generation

Generate text, captions, and content with AI

🎨

Image Generation

Create and synthesize images with GANs

🎵

Audio AI

Process and generate audio with deep learning

🖼️

Image Classification

Classify images including animals and objects

🎭

Style Transfer

Apply artistic styles to images and text

🔬

Custom Neural Network

Build and deploy custom architectures

💾 Model Management

Saved Models

No saved models yet

Import Model

Upload previously exported model files

🗂️ Built-in Datasets

🌸 Iris Flowers

3 classes, 4 features, 150 samples

⚡ XOR Problem

Non-linear classification, 400 samples

🌀 Spiral Data

Challenging pattern, 300 samples

🏗️ Custom Architecture Builder

Build Your Neural Network

Add layers to create a custom architecture. Each layer processes data differently.

No layers added yet. Click buttons above to build your model.

📚 Layer Types Explained

Dense Layer: Fully connected neurons. Good for learning complex relationships. Each neuron connects to all neurons in the next layer.
Conv2D Layer: Detects patterns in images using filters. Learns to recognize edges, shapes, and textures.
Dropout Layer: Randomly deactivates neurons during training. Prevents overfitting and improves generalization.
Flatten Layer: Converts 2D/3D data to 1D. Required before dense layers when working with images.

🚀 Production Deployment

Batch Processing

Process multiple predictions efficiently with batch prediction API.

  • ✓ High-throughput inference
  • ✓ Optimized memory usage
  • ✓ Configurable batch sizes
  • ✓ Progress tracking

REST API

Deploy as production-ready REST API with auto-generated code.

  • ✓ Express.js server
  • ✓ Rate limiting
  • ✓ Health checks
  • ✓ Error handling

Model Versioning

Manage multiple model versions with metadata tracking.

  • ✓ Version control
  • ✓ Performance metrics
  • ✓ Rollback support
  • ✓ A/B testing ready

Deployment Options

Deploy anywhere with flexible export formats.

  • ✓ Node.js servers
  • ✓ Cloud platforms
  • ✓ Edge devices
  • ✓ Browser/mobile

🚀 AI Capabilities

Generative AI

Create text, images, and audio using advanced generative models. Train custom generators or use pre-trained models for immediate results.

Classification & Detection

Deploy production-ready classifiers for images, text, and audio. Detect animals, objects, sentiment, and custom categories with high accuracy.

Style Transfer

Apply artistic styles to images and text. Transform content while preserving structure with neural style transfer algorithms.