thalos-construction-barriers-v1

Thalos Construction Safety Barriers Detection – v1.0 (Roboflow → HuggingFace export)

This repository contains the Construction Safety Barriers Detection model used in the Thalos Safety Intelligence platform.

It identifies barrier-related safety controls and potential issues around:

• construction safety barriers
• guardrails
• cones and barricades
• exclusion zones
• missing or incomplete barrier coverage
• unsafe proximity to restricted areas
• gaps where fall or struck-by risks may exist

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.

---

🚀 Usage (Python)

from ultralytics import YOLO

model = YOLO("thalostech2025/thalos-construction-barriers-v1/construction_barriers_weights.pt")

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


⸻

🔗 Load From URL (Used by the Thalos YOLO Service)

import torch
import requests
from io import BytesIO

HF_URL = "https://huggingface.co/thalostech2025/thalos-construction-barriers-v1/resolve/main/construction_barriers_weights.pt"

response = requests.get(HF_URL)
model = torch.load(BytesIO(response.content), map_location="cpu")


⸻

🏷️ Labels / Classes

Based on the v1.0 dataset, the following classes are included:

barrier
guardrail
cone
barricade
restricted_zone
gap_in_barrier

(Label names may vary slightly depending on the final Roboflow dataset schema.)

⸻

📄 License

This model is distributed under the AGPL-3.0 license, consistent with Roboflow export requirements.

⸻

🔒 Important Notes
	•	This repository contains only the model weights, not training data.
	•	Thalos uses this model via server-side inference in the YOLO microservice.
	•	Future versions (v2.0+) may integrate hazard-specific rules (e.g., barrier types vs. edge conditions).
	•	Hosting on HuggingFace removes dependency on Roboflow’s inference and credit system.

⸻

👤 Maintainer

Thalos Tech (2025)
Safety Intelligence & Hazard Detection Platform