iGEN
Visit IGEN World Explore IGEN Expo
EXPLORE UPGRADE PLANS
BREAKING
New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity New Senate bill targets 'chameleon carriers' that reopen to escape penalties Werner Enterprises Posts Highest Revenue Per Truck Growth in One-Way Segment in a Decade CMA CGM and Stonepeak Launch United Ports LLC in $2.4 Billion Terminal Joint Venture UPS shift away from Amazon shows bigger payoff Lanesurf: 62% of Loads Get Vetted Carrier Offers Before Brokers Arrive India-China Border Trade Via Lipulekh Resumes Aug 1; China Permits 20 Traders Geopolitics Drives CMA CGM Q2 Profit Surge of 42% as Volumes and Rates Climb Benchmark Diesel Price Rises Third Week as Futures Plunge; Spread Hits Record Indian Government Limits Sugar Dealers to 400 Tonnes Stock Until November to Curb Hoarding Tenants signing longer leases for larger warehouses as 3PLs lock in capacity
Home ›› Topics ›› annotation

Topic

annotation

2 stories
Unsupervised Algorithms Cut Annotation Time by 78% for Industrial Semantic Segmentation Technology
Artificial Intelligence #semantic segmentation#annotation

Unsupervised Algorithms Cut Annotation Time by 78% for Industrial Semantic Segmentation

Researchers have demonstrated that unsupervised computer vision algorithms can reduce the annotation time for semantic segmentation tasks in industrial materials science by 78%, from 170 hours to 37 hours. The team created the largest public steel microstructure segmentation dataset and a benchmark deep learning model, validated by field experts and deployed in an industrial setting.

Jun 21, 2026 1 source
Comprehensive Survey of 120 Sign-Language Datasets Identifies Key Gaps in Scale and Annotation Standards Technology
Artificial Intelligence #sign-language#datasets

Comprehensive Survey of 120 Sign-Language Datasets Identifies Key Gaps in Scale and Annotation Standards

A comprehensive survey of 120 sign-language datasets across 35 languages reveals fragmented annotations, modality imbalance, and signer bias. The study introduces a 24-field datasheet and a public GitHub repository to standardize documentation and improve scalability.

Jun 20, 2026 1 source