The problem Hotel Management Simplified with Image Analysis solves

Hotel management challenges with extensive staff monitoring.
Simplification through technology is essential
Integration challenges with existing hotel management systems and platforms

Challenges we ran into

Limited Dataset Size: A small dataset of "before" and "after" cleaning images might not be sufficient to train a robust model that generalizes well to unseen scenarios.
Data Quality: Images with poor lighting, clutter, or furniture movement can introduce noise and make it difficult for the model to distinguish between clean and dirty states.
Training Challenges: Training image analysis models can require significant computational resources (GPUs are recommended) which may not be readily available.