thalos-scaffold-harness-safety-v1

Thalos Scaffold & Harness Safety Detection – v1.0 (Roboflow → HuggingFace export)

This repository contains the Scaffold & Harness Safety Detection model used in the Thalos Safety Intelligence platform.

It identifies elevated work and fall-related safety conditions such as:

• workers on scaffolds
• scaffold structures (frames, planks, platforms)
• proper vs. missing harness usage on scaffolds
• people working at height without visible fall protection
• edge and near-edge positions on scaffolds
• potential fall-from-height exposure zones

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-scaffold-harness-safety-v1/scaffold_harness_safety_weights.pt")

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


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

import torch
import requests
from io import BytesIO

HF_URL = "https://huggingface.co/thalostech2025/thalos-scaffold-harness-safety-v1/resolve/main/scaffold_harness_safety_weights.pt"

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


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🏷️ Labels / Classes

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

scaffold
worker_on_scaffold
harness_worn
harness_missing
platform_edge
fall_hazard_zone

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

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📄 License

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

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🔒 Important Notes
	•	This repository contains only model weights, not training data.
	•	Thalos uses this model via server-side inference in the YOLO microservice.
	•	Future versions (v2.0+) may include pose estimation or additional context models for more precise fall-risk assessment.
	•	Migrating to HuggingFace removes reliance on Roboflow’s cloud inference and credit system.

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👤 Maintainer

Thalos Tech (2025)
Safety Intelligence & Hazard Detection Platform