In the realm of computer vision, material segmentation of natural scenes represents a challenge, driven by the complex and diverse appearances of materials. Traditional approaches often rely on RGB ...

Geoseg ├── data/ │ └── original image tiles ├── dataset/ │ └── image&mask slices from data ├── checkpoint/ │ └── pre-trained models ├── logs/ │ ├── curve │ └── raw ...

Perplexity introduced Search as Code as a reference architecture for AI-written Python search workflows, following its 2025 real-time Search API. The new approach shifts the pitch from repeatedly ...