ChinaConstruction and engineering2025 – ongoingChina Railway Construction
Geological core-image recognition with DeepSeek descriptions
CRCC reported 60% lower core-logging labor costs
Problem
Geological cores required manual logging.
Approach
The First Survey and Design Institute classified core images with a trained model. DeepSeek generated descriptions using classifications and site context.
Results
60%labor-cost saving versus manual logging, per CRCC
Takeaway
Image classification supplied structured inputs for DeepSeek's geological descriptions. CRCC did not disclose how it measured the labor savings.
Categories
- Size
- Large enterprise
- Industry
- Construction and engineering
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Computer visionGenerative AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]China Railway Construction, published by Sina Finance10 Mar 2025
CRCC described image classification combined with DeepSeek. It reported lower logging costs.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026