diff --git a/web/apps/photos/src/components/ml/PeopleList.tsx b/web/apps/photos/src/components/ml/PeopleList.tsx
index 34293254d..b9ceea883 100644
--- a/web/apps/photos/src/components/ml/PeopleList.tsx
+++ b/web/apps/photos/src/components/ml/PeopleList.tsx
@@ -58,10 +58,7 @@ export const PeopleList = React.memo((props: PeopleListProps) => {
                         props.onSelect && props.onSelect(person, index)
                     }
                 >
-                    <FaceCropImageView
-                        faceID={person.displayFaceId}
-                        cacheKey={person.faceCropCacheKey}
-                    />
+                    <FaceCropImageView faceID={person.displayFaceId} />
                 </FaceChip>
             ))}
         </FaceChipContainer>
@@ -109,7 +106,7 @@ export function UnidentifiedFaces(props: {
     file: EnteFile;
     updateMLDataIndex: number;
 }) {
-    const [faces, setFaces] = useState<Array<Face>>([]);
+    const [faces, setFaces] = useState<Face[]>([]);
 
     useEffect(() => {
         let didCancel = false;
@@ -137,10 +134,7 @@ export function UnidentifiedFaces(props: {
                 {faces &&
                     faces.map((face, index) => (
                         <FaceChip key={index}>
-                            <FaceCropImageView
-                                faceID={face.id}
-                                cacheKey={face.crop?.cacheKey}
-                            />
+                            <FaceCropImageView faceID={face.id} />
                         </FaceChip>
                     ))}
             </FaceChipContainer>
@@ -150,13 +144,9 @@ export function UnidentifiedFaces(props: {
 
 interface FaceCropImageViewProps {
     faceID: string;
-    cacheKey?: string;
 }
 
-const FaceCropImageView: React.FC<FaceCropImageViewProps> = ({
-    faceID,
-    cacheKey,
-}) => {
+const FaceCropImageView: React.FC<FaceCropImageViewProps> = ({ faceID }) => {
     const [objectURL, setObjectURL] = useState<string | undefined>();
 
     useEffect(() => {
@@ -190,7 +180,7 @@ const FaceCropImageView: React.FC<FaceCropImageViewProps> = ({
             didCancel = true;
             if (objectURL) URL.revokeObjectURL(objectURL);
         };
-    }, [faceID, cacheKey]);
+    }, [faceID]);
 
     return objectURL ? (
         <img src={objectURL} />
@@ -199,7 +189,7 @@ const FaceCropImageView: React.FC<FaceCropImageViewProps> = ({
     );
 };
 
-async function getPeopleList(file: EnteFile): Promise<Array<Person>> {
+async function getPeopleList(file: EnteFile): Promise<Person[]> {
     let startTime = Date.now();
     const mlFileData: MlFileData = await mlIDbStorage.getFile(file.id);
     log.info(
diff --git a/web/apps/photos/src/services/face/f-index.ts b/web/apps/photos/src/services/face/f-index.ts
index 210bced35..6224c87d3 100644
--- a/web/apps/photos/src/services/face/f-index.ts
+++ b/web/apps/photos/src/services/face/f-index.ts
@@ -9,7 +9,6 @@ import {
     Face,
     FaceAlignment,
     FaceDetection,
-    FaceEmbedding,
     type MlFileData,
 } from "services/face/types";
 import { defaultMLVersion } from "services/machineLearning/machineLearningService";
@@ -166,7 +165,7 @@ const convertToYOLOInputFloat32ChannelsFirst = (imageBitmap: ImageBitmap) => {
     const requiredWidth = 640;
     const requiredHeight = 640;
 
-    const { width, height }  = imageBitmap;
+    const { width, height } = imageBitmap;
 
     // Create an OffscreenCanvas and set its size.
     const offscreenCanvas = new OffscreenCanvas(width, height);
@@ -615,11 +614,11 @@ const mobileFaceNetEmbeddingSize = 192;
  */
 const computeEmbeddings = async (
     faceData: Float32Array,
-): Promise<FaceEmbedding[]> => {
+): Promise<Float32Array[]> => {
     const outputData = await workerBridge.faceEmbeddings(faceData);
 
     const embeddingSize = mobileFaceNetEmbeddingSize;
-    const embeddings = new Array<FaceEmbedding>(
+    const embeddings = new Array<Float32Array>(
         outputData.length / embeddingSize,
     );
     for (let i = 0; i < embeddings.length; i++) {
diff --git a/web/apps/photos/src/services/face/people.ts b/web/apps/photos/src/services/face/people.ts
index 5a7026a85..f5a073328 100644
--- a/web/apps/photos/src/services/face/people.ts
+++ b/web/apps/photos/src/services/face/people.ts
@@ -93,7 +93,6 @@ export const syncPeopleIndex = async () => {
             id: index,
             files: faces.map((f) => f.fileId),
             displayFaceId: personFace?.id,
-            faceCropCacheKey: personFace?.crop?.cacheKey,
         };
 
         await mlIDbStorage.putPerson(person);
diff --git a/web/apps/photos/src/services/face/types.ts b/web/apps/photos/src/services/face/types.ts
index fadbf427f..261fcf7fc 100644
--- a/web/apps/photos/src/services/face/types.ts
+++ b/web/apps/photos/src/services/face/types.ts
@@ -11,30 +11,6 @@ export interface FaceDetection {
     probability?: number;
 }
 
-export interface DetectedFace {
-    fileId: number;
-    detection: FaceDetection;
-}
-
-export interface DetectedFaceWithId extends DetectedFace {
-    id: string;
-}
-
-export interface FaceCrop {
-    image: ImageBitmap;
-    // imageBox is relative to image dimentions stored at mlFileData
-    imageBox: Box;
-}
-
-export interface StoredFaceCrop {
-    cacheKey: string;
-    imageBox: Box;
-}
-
-export interface CroppedFace extends DetectedFaceWithId {
-    crop?: StoredFaceCrop;
-}
-
 export interface FaceAlignment {
     // TODO-ML: remove affine matrix as rotation, size and center
     // are simple to store and use, affine matrix adds complexity while getting crop
@@ -45,18 +21,16 @@ export interface FaceAlignment {
     center: Point;
 }
 
-export interface AlignedFace extends CroppedFace {
+export interface Face {
+    fileId: number;
+    detection: FaceDetection;
+    id: string;
+
     alignment?: FaceAlignment;
     blurValue?: number;
-}
 
-export declare type FaceEmbedding = Float32Array;
+    embedding?: Float32Array;
 
-export interface FaceWithEmbedding extends AlignedFace {
-    embedding?: FaceEmbedding;
-}
-
-export interface Face extends FaceWithEmbedding {
     personId?: number;
 }
 
@@ -65,7 +39,6 @@ export interface Person {
     name?: string;
     files: Array<number>;
     displayFaceId?: string;
-    faceCropCacheKey?: string;
 }
 
 export interface MlFileData {