Alpha: Cats In Progress...

🐾 Cat Behavior AI: Real-Time Analysis & Forecasting

Unveiling a dual-model system to decode feline behavior with millisecond precision!
Powered by optimized C/C# inference engines and continuous learning via auto-labeling.

✨ Key Features

• Real-Time Action Recognition
  currentcat model classifies 66 behaviors instantly from single frames (384x384 RGB /4Hz)

• 3.25s Behavior Forecasting
  catnext predicts future actions using 13-frame temporal context (C-optimized LSTM)

• TODO: Self-Improving Pipeline
  Auto-labels new video data → Continuous model retraining

🚀 Technical Highlights

• Blazing Fast Inference
  C-optimized kernels (low latency)

• Robust Vision Pipeline
  OpenCV 4.x + Frame failure resilience

• Rich Behavior Taxonomy

  "Poops", "Sneaks up", "Jumps upward", "Gets cuddled"... // 66 nuanced classes

🖥️ C# Example Usage

./CatNextInference kittycam.mp4

Output:
Predicted action: Stands and looks around

🛠️ Get Started

# Requirements
- C compiler (GCC/Clang)
- .NET 8.0 (C# example)

# Build Library
make CFLAGS=-fno-lto

Because every cat deserves an extra life ❤️