thalos-heavy-equipment-v1

Thalos Heavy Equipment Detection – v1.0 (Roboflow → HuggingFace export)

This repository contains the Heavy Equipment Detection model used in the Thalos Safety Intelligence platform.
It identifies construction and industrial equipment such as:

• excavators
• dump trucks
• bulldozers
• haul trucks
• cranes
• loaders
• other large machinery often involved in safety hazards

This model was originally trained in Roboflow (Object Detection Large / YOLOv8-derived)
and exported as a PyTorch .pt file.
It is now hosted on HuggingFace for independent, cost-controlled inference inside the Thalos YOLO service.

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🚀 Usage (Python)

from ultralytics import YOLO

model = YOLO("thalostech2025/thalos-heavy-equipment-v1/heavy_equipment_weights.pt")

results = model("example.jpg")
results.show()