Facial Cosine Similarity,Face Golden Ratio Calculation And Facial Landmark Detecting/Drawing Library
Project description
Welcome To GoldenFace
An Image Processing Library About Calculating Face Golden Ratio, Facial Cosine Similarity and More
please visit for manual => Manual Page
Github => Manual Page
Ümit Aksoylu 2021 © M.I.T License Please check example.py for practical usage.
Installing Library:
pip install GoldenFace
Required Libraries (Dependencies)
opencv-python
Core Functions
Reading a face image as goldenFace object:
umitFace = GoldenFace.goldenFace("umit.png")
Printing face vectors:
print(umitFace.face2Vec())
Printing Geometric Facial Golden Ratio (Between 0-100):
print(umitFace.geometricRatio())
Printing Facial Cosine Similarity With A Golden Face (Between 1.0-0):
print(umitFace.similarityRatio())
Saving a goldenFace objects vectors as json file:
umitFace.saveFaceVec("umitFaceVectors.json")
Reading a face as vectors from json file:
loadedFace = functions.loadFaceVec("face.json")
Calculating face similarity between two face:
print(umitFace.faceSimilarity(loadedFace))
Get Info From GoldenFace Object
Get all facial landmark points
print(umitFace.getLandmarks())
Get all facial important points
print(umitFace.getFacialPoints())
Get face borders
print(umitFace.getFaceBorder())
Calculating Functions
Calculate Trichion-Glabella-Subnazale-Menton Deflection on face
print(umitFace.calculateTGSM())
Calculate Column Parsed line Deflection on face
print(umitFace.calculateVFM())
Calculate Trichion-Zygoma-Menton Deflection
print(umitFace.calculateVFM())
Calculate Trichion-Subnazale-Menton Deflection
print(umitFace.calculateTSM())
Calculate Lateral cantus-Chelion Deflection
print(umitFace.calculateLC())
Drawing Functions
These functions allow you to draw landmarks/ border lines on face
color = (255,255,0)
Draw a cover on face
umitFace.drawFaceCover(color)
Draw border lines on face
umitFace.drawLandmark(color)
Draw Trichion-Zygoma-Menton line on face
umitFace.drawTZM(color)
Draw Trichion-Glabella-Subnazale-Menton line on face
umitFace.drawTGSM(color)
Draw Column Parsed line on face
umitFace.drawVFM(color)
Draw Trichion-Subnazale-Menton line on face
umitFace.drawTSM(color)
Draw Lateral cantus-Chelion
umitFace.drawLC(color)
Draw facial golden ratio mask on face
umitFace.drawMask(color)
Draw facial important points on face
umitFace.drawFacialPoints(color)
Draw all landmark points on face
umitFace.drawLandmarks(color)
Write processed goldenFace object as image:
umitFace.writeImage("umit_analyzed.jpeg")