Multitask Computer Vision for Smart Tourism

Computer-vision microservice for smart tourism: heritage recognition (MobileNetV2, 94.7% accuracy), craft and food detection (YOLOv8s, mAP@50 0.820) and zero-shot captioning (BLIP).

2025 · Shipped

Multitask Computer Vision Microservice for Cultural Heritage Recognition & Smart Tourism: a computer vision system combining fine-grained instance classification MobileNetV2 [Sandler et al., 2018] achieving 94.7% accuracy on patrimonial heritage elements, real-time multi-object detection (YOLOv8s, mAP@50 = 0.820) on craft and gastronomy categories, and zero-shot visual captioning BLIP [Li et al., 2022] for contextual cultural description generation.
Inference demo: camera or image upload, classification and descriptive vision
Inference demo: camera or image upload, classification and descriptive vision
Year
2025
Tech Stack

Python · PyTorch · YOLOv8s · MobileNetV2 · BLIP · FastAPI · Docker · OpenCV