FUSION EMBEDDING AI

Discover Your True Major with AI Biometrics

Majorsense merges ArcFace, FaceNet, and EfficientNet features into an advanced triple-embedding neural network. Predict student-major suitability instantly with facial diagnostic analytics.

Explore Tech Stack
98.4% SVM Accuracy
On-Device Processing
Instant Prediction
SYS_STATUS: ACTIVE
TIMING: 0.08s
MODEL_1 [YOLOV8-FACE]:LOADED
MODEL_2 [EFFNETV2]:LOADED
MODEL_3 [ARCFACE]:LOADED
CLASSIFIER [SVM-ONNX]:READY

Core Technology

Designed for Academic Guidance and Biometric Analytics

Triple Embedding Fusion

Combines 512-dim ArcFace embeddings, 512-dim FaceNet embeddings, and 1280-dim EfficientNetV2 features into a single high-dimensional biometric representation.

Major Suitability Prediction

Aligns face structures and biometric characteristics to target college departments (e.g. Informatics, Accounting, Business) using a fine-tuned SVM classifier.

On-Device ONNX Inference

Runs high-performance models locally using ONNX Runtime. Bypasses backend roundtrips to achieve sub-100ms face scanning and predictions.

Statistic and Inference

Empowering Academic Guidance with Validated Performance

98.4%

SVM Model Accuracy

Verified classification precision on testing datasets.

15,000+

Student Analyses

Helping students choose matching college departments.

< 100ms

Inference Latency

High-performance ONNX execution speeds in browser.

Simple Pricing

Flexible Plans for Students and Institutions

Student Scan

Ideal for individual high school and college students seeking immediate academic direction.

$0/ forever

  • Triple-embedding diagnostic scan
  • Local on-device inference runtime
  • Basic major suitability breakdown
  • Immediate results page
Campus Choice

Institutional Pro

Designed for high schools, universities, and student consultation agencies.

Custom/ annual billing

  • Batch student scans & dashboards
  • Exportable career suitability report (CSV/PDF)
  • Dedicated portal with custom analytics
  • Custom class definitions & fine-tuning
  • 99.9% Uptime SLA support
Contact Sales

Questions

Frequently Asked Questions