22/04/2026
๐จ ๐๐ ๐๐๐ง ๐๐๐ญ๐๐๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐ฌ๐ญ๐ซ๐๐ฌ๐ฌโฆ ๐ฐ๐ข๐ญ๐ก๐จ๐ฎ๐ญ ๐ฒ๐จ๐ฎ ๐ฌ๐๐ฒ๐ข๐ง๐ ๐ ๐ฐ๐จ๐ซ๐.
We built a Stress Recognition System using Facial Landmark Annotation to capture micro-expressions and convert them into real-time stress levels.
๐ ๐๐ก๐๐ญ ๐ฐ๐ ๐๐ข๐:
โข ๐ฏ Tracked 468 facial landmarks (MediaPipe)
โข ๐ Labeled frames with 3D coordinates + stress intensity
โข โ๏ธ Built an ML-ready dataset using OpenCV, Python, NumPy & Pandas
๐ง ๐๐จ๐ฌ๐ญ ๐๐ ๐๐๐ญ๐๐๐ญ๐ฌ ๐๐๐๐๐ฌ.
Very few understand human emotion.
๐ ๐๐ก๐๐ซ๐ ๐๐จ ๐ฒ๐จ๐ฎ ๐ฌ๐๐ ๐ญ๐ก๐ข๐ฌ ๐๐๐ข๐ง๐ ๐ฎ๐ฌ๐๐?