diff --git a/api/gqlgen.yml b/api/gqlgen.yml
index 484a4b23..73a286af 100644
--- a/api/gqlgen.yml
+++ b/api/gqlgen.yml
@@ -32,6 +32,8 @@ models:
     fields:
       exif:
         resolver: true
+      faces:
+        resolver: true
   MediaURL:
     model: github.com/photoview/photoview/api/graphql/models.MediaURL
   MediaEXIF:
diff --git a/api/graphql/generated.go b/api/graphql/generated.go
index a77b6ed9..335e701d 100644
--- a/api/graphql/generated.go
+++ b/api/graphql/generated.go
@@ -94,6 +94,7 @@ type ComplexityRoot struct {
 		Album         func(childComplexity int) int
 		Downloads     func(childComplexity int) int
 		Exif          func(childComplexity int) int
+		Faces         func(childComplexity int) int
 		Favorite      func(childComplexity int) int
 		HighRes       func(childComplexity int) int
 		ID            func(childComplexity int) int
@@ -264,6 +265,7 @@ type MediaResolver interface {
 
 	Shares(ctx context.Context, obj *models.Media) ([]*models.ShareToken, error)
 	Downloads(ctx context.Context, obj *models.Media) ([]*models.MediaDownload, error)
+	Faces(ctx context.Context, obj *models.Media) ([]*models.ImageFace, error)
 }
 type MutationResolver interface {
 	AuthorizeUser(ctx context.Context, username string, password string) (*models.AuthorizeResult, error)
@@ -518,6 +520,13 @@ func (e *executableSchema) Complexity(typeName, field string, childComplexity in
 
 		return e.complexity.Media.Exif(childComplexity), true
 
+	case "Media.faces":
+		if e.complexity.Media.Faces == nil {
+			break
+		}
+
+		return e.complexity.Media.Faces(childComplexity), true
+
 	case "Media.favorite":
 		if e.complexity.Media.Favorite == nil {
 			break
@@ -1723,6 +1732,8 @@ type Media {
 
   shares: [ShareToken!]!
   downloads: [MediaDownload!]!
+
+  faces: [ImageFace!]!
 }
 
 "EXIF metadata from the camera"
@@ -3786,6 +3797,41 @@ func (ec *executionContext) _Media_downloads(ctx context.Context, field graphql.
 	return ec.marshalNMediaDownload2ᚕᚖgithubᚗcomᚋphotoviewᚋphotoviewᚋapiᚋgraphqlᚋmodelsᚐMediaDownloadᚄ(ctx, field.Selections, res)
 }
 
+func (ec *executionContext) _Media_faces(ctx context.Context, field graphql.CollectedField, obj *models.Media) (ret graphql.Marshaler) {
+	defer func() {
+		if r := recover(); r != nil {
+			ec.Error(ctx, ec.Recover(ctx, r))
+			ret = graphql.Null
+		}
+	}()
+	fc := &graphql.FieldContext{
+		Object:     "Media",
+		Field:      field,
+		Args:       nil,
+		IsMethod:   true,
+		IsResolver: true,
+	}
+
+	ctx = graphql.WithFieldContext(ctx, fc)
+	resTmp, err := ec.ResolverMiddleware(ctx, func(rctx context.Context) (interface{}, error) {
+		ctx = rctx // use context from middleware stack in children
+		return ec.resolvers.Media().Faces(rctx, obj)
+	})
+	if err != nil {
+		ec.Error(ctx, err)
+		return graphql.Null
+	}
+	if resTmp == nil {
+		if !graphql.HasFieldError(ctx, fc) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	res := resTmp.([]*models.ImageFace)
+	fc.Result = res
+	return ec.marshalNImageFace2ᚕᚖgithubᚗcomᚋphotoviewᚋphotoviewᚋapiᚋgraphqlᚋmodelsᚐImageFaceᚄ(ctx, field.Selections, res)
+}
+
 func (ec *executionContext) _MediaDownload_title(ctx context.Context, field graphql.CollectedField, obj *models.MediaDownload) (ret graphql.Marshaler) {
 	defer func() {
 		if r := recover(); r != nil {
@@ -8993,6 +9039,20 @@ func (ec *executionContext) _Media(ctx context.Context, sel ast.SelectionSet, ob
 				}
 				return res
 			})
+		case "faces":
+			field := field
+			out.Concurrently(i, func() (res graphql.Marshaler) {
+				defer func() {
+					if r := recover(); r != nil {
+						ec.Error(ctx, ec.Recover(ctx, r))
+					}
+				}()
+				res = ec._Media_faces(ctx, field, obj)
+				if res == graphql.Null {
+					atomic.AddUint32(&invalids, 1)
+				}
+				return res
+			})
 		default:
 			panic("unknown field " + strconv.Quote(field.Name))
 		}
@@ -10341,6 +10401,53 @@ func (ec *executionContext) marshalNImageFace2ᚕgithubᚗcomᚋphotoviewᚋphot
 	return ret
 }
 
+func (ec *executionContext) marshalNImageFace2ᚕᚖgithubᚗcomᚋphotoviewᚋphotoviewᚋapiᚋgraphqlᚋmodelsᚐImageFaceᚄ(ctx context.Context, sel ast.SelectionSet, v []*models.ImageFace) graphql.Marshaler {
+	ret := make(graphql.Array, len(v))
+	var wg sync.WaitGroup
+	isLen1 := len(v) == 1
+	if !isLen1 {
+		wg.Add(len(v))
+	}
+	for i := range v {
+		i := i
+		fc := &graphql.FieldContext{
+			Index:  &i,
+			Result: &v[i],
+		}
+		ctx := graphql.WithFieldContext(ctx, fc)
+		f := func(i int) {
+			defer func() {
+				if r := recover(); r != nil {
+					ec.Error(ctx, ec.Recover(ctx, r))
+					ret = nil
+				}
+			}()
+			if !isLen1 {
+				defer wg.Done()
+			}
+			ret[i] = ec.marshalNImageFace2ᚖgithubᚗcomᚋphotoviewᚋphotoviewᚋapiᚋgraphqlᚋmodelsᚐImageFace(ctx, sel, v[i])
+		}
+		if isLen1 {
+			f(i)
+		} else {
+			go f(i)
+		}
+
+	}
+	wg.Wait()
+	return ret
+}
+
+func (ec *executionContext) marshalNImageFace2ᚖgithubᚗcomᚋphotoviewᚋphotoviewᚋapiᚋgraphqlᚋmodelsᚐImageFace(ctx context.Context, sel ast.SelectionSet, v *models.ImageFace) graphql.Marshaler {
+	if v == nil {
+		if !graphql.HasFieldError(ctx, graphql.GetFieldContext(ctx)) {
+			ec.Errorf(ctx, "must not be null")
+		}
+		return graphql.Null
+	}
+	return ec._ImageFace(ctx, sel, v)
+}
+
 func (ec *executionContext) unmarshalNInt2int(ctx context.Context, v interface{}) (int, error) {
 	res, err := graphql.UnmarshalInt(v)
 	return res, graphql.ErrorOnPath(ctx, err)
diff --git a/api/graphql/models/media.go b/api/graphql/models/media.go
index 014fd750..cd8e093d 100644
--- a/api/graphql/models/media.go
+++ b/api/graphql/models/media.go
@@ -27,7 +27,8 @@ type Media struct {
 	VideoMetadataID *int           `gorm:"index"`
 	VideoMetadata   *VideoMetadata `gorm:"constraint:OnDelete:CASCADE;"`
 	SideCarPath     *string
-	SideCarHash     *string `gorm:"unique"`
+	SideCarHash     *string      `gorm:"unique"`
+	Faces           []*ImageFace `gorm:"constraint:OnDelete:CASCADE;"`
 
 	// Only used internally
 	CounterpartPath *string `gorm:"-"`
diff --git a/api/graphql/resolvers/faces.go b/api/graphql/resolvers/faces.go
index b99b3437..de4328fb 100644
--- a/api/graphql/resolvers/faces.go
+++ b/api/graphql/resolvers/faces.go
@@ -23,8 +23,12 @@ func (r *queryResolver) MyFaceGroups(ctx context.Context, paginate *models.Pagin
 		userAlbumIDs[i] = album.ID
 	}
 
+	imageFaceQuery := r.Database.
+		Joins("Media").
+		Where("media.album_id IN (?)", userAlbumIDs)
+
 	var imageFaces []*models.ImageFace
-	if err := r.Database.Joins("Media").Where("media.album_id IN (?)", userAlbumIDs).Find(&imageFaces).Error; err != nil {
+	if err := imageFaceQuery.Find(&imageFaces).Error; err != nil {
 		return nil, err
 	}
 
@@ -47,8 +51,12 @@ func (r *queryResolver) MyFaceGroups(ctx context.Context, paginate *models.Pagin
 		i++
 	}
 
+	faceGroupQuery := r.Database.
+		Where("id IN (?)", faceGroupIDs).
+		Order("CASE WHEN label IS NULL THEN 1 ELSE 0 END")
+
 	var faceGroups []*models.FaceGroup
-	if err := r.Database.Where("id IN (?)", faceGroupIDs).Find(&faceGroups).Error; err != nil {
+	if err := faceGroupQuery.Find(&faceGroups).Error; err != nil {
 		return nil, err
 	}
 
diff --git a/api/graphql/resolvers/media.go b/api/graphql/resolvers/media.go
index bb0d2706..b32117fb 100644
--- a/api/graphql/resolvers/media.go
+++ b/api/graphql/resolvers/media.go
@@ -208,3 +208,16 @@ func (r *mutationResolver) FavoriteMedia(ctx context.Context, mediaID int, favor
 
 	return &media, nil
 }
+
+func (r *mediaResolver) Faces(ctx context.Context, media *models.Media) ([]*models.ImageFace, error) {
+	if media.Faces != nil {
+		return media.Faces, nil
+	}
+
+	var faces []*models.ImageFace
+	if err := r.Database.Model(&media).Association("Faces").Find(&faces); err != nil {
+		return nil, err
+	}
+
+	return faces, nil
+}
diff --git a/api/graphql/schema.graphql b/api/graphql/schema.graphql
index 88a22fdb..bf4fdb88 100644
--- a/api/graphql/schema.graphql
+++ b/api/graphql/schema.graphql
@@ -264,6 +264,8 @@ type Media {
 
   shares: [ShareToken!]!
   downloads: [MediaDownload!]!
+
+  faces: [ImageFace!]!
 }
 
 "EXIF metadata from the camera"
diff --git a/ui/src/Pages/PeoplePage/PeoplePage.js b/ui/src/Pages/PeoplePage/PeoplePage.js
index dfe41eb9..73a28c8a 100644
--- a/ui/src/Pages/PeoplePage/PeoplePage.js
+++ b/ui/src/Pages/PeoplePage/PeoplePage.js
@@ -48,11 +48,18 @@ const FaceImage = styled(ProtectedImage)`
   object-fit: cover;
 `
 
+const FaceLabel = styled.div`
+  color: ${({ labeled }) => (labeled ? 'black' : '#aaa')};
+  margin: 12px 12px 24px;
+  text-align: center;
+`
+
 const FaceGroup = ({ group }) => (
   <Link to={`/people/${group.id}`}>
     <CircleImageWrapper>
       <FaceImage src={group.imageFaces[0].media.thumbnail.url} />
     </CircleImageWrapper>
+    <FaceLabel labeled={!!group.label}>{group.label ?? 'Unlabeled'}</FaceLabel>
   </Link>
 )
 
diff --git a/ui/src/Pages/PeoplePage/SingleFaceGroup.js b/ui/src/Pages/PeoplePage/SingleFaceGroup.js
index 0811ac18..6becb53c 100644
--- a/ui/src/Pages/PeoplePage/SingleFaceGroup.js
+++ b/ui/src/Pages/PeoplePage/SingleFaceGroup.js
@@ -31,7 +31,12 @@ const SingleFaceGroup = ({ faceGroup }) => {
     <div>
       Face group: {faceGroup.id}
       <div>
-        <PhotoGallery media={media} loading={false} setPresenting={() => {}} />
+        <PhotoGallery
+          media={media}
+          loading={false}
+          setPresenting={() => {}}
+          onSelectImage={() => {}}
+        />
       </div>
     </div>
   )
diff --git a/ui/src/components/facesOverlay/FacesOverlay.js b/ui/src/components/facesOverlay/FacesOverlay.js
new file mode 100644
index 00000000..d6536673
--- /dev/null
+++ b/ui/src/components/facesOverlay/FacesOverlay.js
@@ -0,0 +1,61 @@
+import PropTypes from 'prop-types'
+import React from 'react'
+import styled from 'styled-components'
+
+const FaceBoxStyle = styled.div`
+  box-shadow: inset 0 0 2px 1px rgba(0, 0, 0, 0.3), 0 0 0 1px rgb(255, 255, 255);
+  border-radius: 50%;
+  position: absolute;
+  top: ${({ minY }) => minY * 100}%;
+  bottom: ${({ maxY }) => (1 - maxY) * 100}%;
+  left: ${({ minX }) => minX * 100}%;
+  right: ${({ maxX }) => (1 - maxX) * 100}%;
+`
+
+const FaceBox = ({ face /*media*/ }) => {
+  return <FaceBoxStyle {...face.rectangle}></FaceBoxStyle>
+}
+
+FaceBox.propTypes = {
+  face: PropTypes.object.isRequired,
+  media: PropTypes.object.isRequired,
+}
+
+const SidebarFacesOverlayWrapper = styled.div`
+  position: absolute;
+  width: ${({ width }) => width * 100}%;
+  left: ${({ width }) => (100 - width * 100) / 2}%;
+  height: 100%;
+  top: 0;
+  opacity: 0;
+
+  user-select: none;
+  transition: opacity ease 200ms;
+
+  &:hover {
+    opacity: 1;
+  }
+`
+
+export const SidebarFacesOverlay = ({ media }) => {
+  if (media.type != 'photo') return null
+
+  const faceBoxes = media.faces?.map(face => (
+    <FaceBox key={face.id} face={face} media={media} />
+  ))
+
+  let wrapperWidth = 1
+  if (media.thumbnail.width * 0.75 < media.thumbnail.height) {
+    wrapperWidth = (media.thumbnail.width * 0.75) / media.thumbnail.height
+  }
+
+  return (
+    <SidebarFacesOverlayWrapper width={wrapperWidth}>
+      {faceBoxes}
+    </SidebarFacesOverlayWrapper>
+  )
+}
+
+SidebarFacesOverlay.propTypes = {
+  media: PropTypes.object.isRequired,
+}
diff --git a/ui/src/components/sidebar/MediaSidebar.js b/ui/src/components/sidebar/MediaSidebar.js
index 4d4a7384..4e88a0db 100644
--- a/ui/src/components/sidebar/MediaSidebar.js
+++ b/ui/src/components/sidebar/MediaSidebar.js
@@ -7,6 +7,7 @@ import { ProtectedImage, ProtectedVideo } from '../photoGallery/ProtectedMedia'
 import SidebarShare from './Sharing'
 import SidebarDownload from './SidebarDownload'
 import SidebarItem from './SidebarItem'
+import { SidebarFacesOverlay } from '../facesOverlay/FacesOverlay'
 
 const mediaQuery = gql`
   query sidebarPhoto($id: ID!) {
@@ -41,6 +42,7 @@ const mediaQuery = gql`
         audio
       }
       exif {
+        id
         camera
         maker
         lens
@@ -52,6 +54,15 @@ const mediaQuery = gql`
         flash
         exposureProgram
       }
+      faces {
+        id
+        rectangle {
+          minX
+          maxX
+          minY
+          maxY
+        }
+      }
     }
   }
 `
@@ -203,6 +214,7 @@ const SidebarContent = ({ media, hidePreview }) => {
       {!hidePreview && (
         <PreviewImageWrapper imageAspect={imageAspect}>
           <PreviewMedia previewImage={previewImage} media={media} />
+          <SidebarFacesOverlay media={media} />
         </PreviewImageWrapper>
       )}
       <Name>{media && media.title}</Name>