/* Package face provides facial recognition. Copyright (c) 2018 - 2021 Michael Mayer This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details. You should have received a copy of the GNU Affero General Public License along with this program. If not, see . PhotoPrism® is a registered trademark of Michael Mayer. You may use it as required to describe our software, run your own server, for educational purposes, but not for offering commercial goods, products, or services without prior written permission. In other words, please ask. Feel free to send an e-mail to hello@photoprism.org if you have questions, want to support our work, or just want to say hello. Additional information can be found in our Developer Guide: https://docs.photoprism.org/developer-guide/ */ package face import ( "encoding/json" "github.com/photoprism/photoprism/internal/crop" "github.com/photoprism/photoprism/internal/event" ) var log = event.Log // Face represents a face detected. type Face struct { Rows int `json:"rows,omitempty"` Cols int `json:"cols,omitempty"` Score int `json:"score,omitempty"` Area Area `json:"face,omitempty"` Eyes Areas `json:"eyes,omitempty"` Landmarks Areas `json:"landmarks,omitempty"` Embeddings [][]float32 `json:"embeddings,omitempty"` } // Size returns the absolute face size in pixels. func (f *Face) Size() int { return f.Area.Scale } // Dim returns the max number of rows and cols as float32 to calculate relative coordinates. func (f *Face) Dim() float32 { if f.Cols > 0 { return float32(f.Cols) } return float32(1) } // CropArea returns the relative image area for cropping. func (f *Face) CropArea() crop.Area { if f.Rows < 1 { f.Cols = 1 } if f.Cols < 1 { f.Cols = 1 } x := float32(f.Area.Col-f.Area.Scale/2) / float32(f.Cols) y := float32(f.Area.Row-f.Area.Scale/2) / float32(f.Rows) return crop.NewArea( f.Area.Name, x, y, float32(f.Area.Scale)/float32(f.Cols), float32(f.Area.Scale)/float32(f.Rows), ) } // EyesMidpoint returns the point in between the eyes. func (f *Face) EyesMidpoint() Area { if len(f.Eyes) != 2 { return Area{ Name: "midpoint", Row: f.Area.Row, Col: f.Area.Col, Scale: f.Area.Scale, } } return Area{ Name: "midpoint", Row: (f.Eyes[0].Row + f.Eyes[1].Row) / 2, Col: (f.Eyes[0].Col + f.Eyes[1].Col) / 2, Scale: (f.Eyes[0].Scale + f.Eyes[1].Scale) / 2, } } // RelativeLandmarks returns relative face areas. func (f *Face) RelativeLandmarks() crop.Areas { p := f.EyesMidpoint() m := f.Landmarks.Relative(p, float32(f.Rows), float32(f.Cols)) m = append(m, f.Eyes.Relative(p, float32(f.Rows), float32(f.Cols))...) return m } // RelativeLandmarksJSON returns relative face areas as JSON. func (f *Face) RelativeLandmarksJSON() (b []byte) { var noResult = []byte("") l := f.RelativeLandmarks() if len(l) < 1 { return noResult } if result, err := json.Marshal(l); err != nil { log.Errorf("faces: %s", err) return noResult } else { return result } } // EmbeddingsJSON returns detected face embeddings as JSON array. func (f *Face) EmbeddingsJSON() (b []byte) { var noResult = []byte("") if result, err := json.Marshal(f.Embeddings); err != nil { return noResult } else { return result } }