Merge branch 'fe/develop' into fe/refactor/fcm

frontend/src/assets/icons/chevron-down.svg

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M6 9L12 15L18 9" stroke="#000000" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+</svg>

frontend/src/assets/icons/chevron-up.svg

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M6 15L12 9L18 15" stroke="#000000" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+</svg>

frontend/src/assets/icons/delete.svg

@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 -0.5 21 21" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    
+    <title>delete [#1487]</title>
+    <desc>Created with Sketch.</desc>
+    <defs>
+
+</defs>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="Dribbble-Light-Preview" transform="translate(-179.000000, -360.000000)" fill="#000000">
+            <g id="icons" transform="translate(56.000000, 160.000000)">
+                <path d="M130.35,216 L132.45,216 L132.45,208 L130.35,208 L130.35,216 Z M134.55,216 L136.65,216 L136.65,208 L134.55,208 L134.55,216 Z M128.25,218 L138.75,218 L138.75,206 L128.25,206 L128.25,218 Z M130.35,204 L136.65,204 L136.65,202 L130.35,202 L130.35,204 Z M138.75,204 L138.75,200 L128.25,200 L128.25,204 L123,204 L123,206 L126.15,206 L126.15,220 L140.85,220 L140.85,206 L144,206 L144,204 L138.75,204 Z" id="delete-[#1487]">
+
+</path>
+            </g>
+        </g>
+    </g>
+</svg>

frontend/src/components/CanvasControlBar/index.tsx

@@ -1,6 +1,7 @@
 import useCanvasStore from '@/stores/useCanvasStore';
 import { LucideIcon, MousePointer2, PenTool, Plus, Save, Square } from 'lucide-react';
 import { cn } from '@/lib/utils';
+import { MessageSquare } from 'lucide-react';
 
 export default function CanvasControlBar({
   saveJson,
@@ -10,13 +11,14 @@ export default function CanvasControlBar({
   projectType: 'classification' | 'detection' | 'segmentation';
 }) {
   const { drawState, setDrawState, setLabels, labels } = useCanvasStore();
-  const buttonBaseClassName = 'rounded-lg p-2 transition-colors ';
+  const buttonBaseClassName = 'rounded-lg p-2 transition-colors';
   const buttonClassName = 'hover:bg-gray-100';
   const activeButtonClassName = 'bg-primary stroke-white';
 
   const controls: { [key: string]: LucideIcon } = {
     pointer: MousePointer2,
     ...(projectType === 'segmentation' ? { pen: PenTool } : projectType === 'detection' ? { rect: Square } : null),
+    comment: MessageSquare,
   };
 
   return (
@@ -36,6 +38,7 @@ export default function CanvasControlBar({
           </button>
         );
       })}
+
       {projectType === 'classification' && labels.length === 0 && (
         <button
           className={cn(buttonClassName, buttonBaseClassName)}
@@ -57,7 +60,9 @@ export default function CanvasControlBar({
           />
         </button>
       )}
+
       <div className="h-5 w-0.5 rounded bg-gray-400" />
+
       <button
         className={cn(buttonClassName, buttonBaseClassName)}
         onClick={saveJson}

frontend/src/components/ImageCanvas/CommentLabel.tsx

@@ -0,0 +1,105 @@
+import { useState } from 'react';
+import { Group, Rect, Text, Image } from 'react-konva';
+import { CommentResponse } from '@/types';
+import useImage from 'use-image';
+
+import deleteIconSrc from '@/assets/icons/delete.svg';
+import toggleUpIconSrc from '@/assets/icons/chevron-up.svg';
+import toggleDownIconSrc from '@/assets/icons/chevron-down.svg';
+import Konva from 'konva';
+
+interface CommentLabelProps {
+  comment: CommentResponse & { isOpen?: boolean };
+  updateComment: (comment: CommentResponse) => void;
+  deleteComment: (commentId: number) => void;
+  toggleComment: (commentId: number) => void;
+}
+
+export default function CommentLabel({ comment, updateComment, deleteComment, toggleComment }: CommentLabelProps) {
+  const [content, setContent] = useState(comment.content);
+  const [deleteIcon] = useImage(deleteIconSrc);
+  const [toggleUpIcon] = useImage(toggleUpIconSrc);
+  const [toggleDownIcon] = useImage(toggleDownIconSrc);
+
+  const handleEdit = () => {
+    const newContent = prompt('댓글을 입력하세요', content);
+    if (newContent !== null) {
+      setContent(newContent);
+      updateComment({ ...comment, content: newContent });
+    }
+  };
+
+  const handleDelete = (e: Konva.KonvaEventObject<MouseEvent>) => {
+    e.cancelBubble = true;
+    deleteComment(comment.id);
+  };
+
+  const handleToggle = (e: Konva.KonvaEventObject<MouseEvent>) => {
+    e.cancelBubble = true;
+    toggleComment(comment.id);
+  };
+
+  return (
+    <Group
+      x={comment.positionX}
+      y={comment.positionY}
+      draggable
+      onDragEnd={(e) => {
+        const newX = e.target.x();
+        const newY = e.target.y();
+        updateComment({ ...comment, positionX: newX, positionY: newY });
+      }}
+    >
+      <Rect
+        width={comment.isOpen ? 200 : 50}
+        height={comment.isOpen ? 100 : 30}
+        fill="white"
+        stroke="black"
+        onClick={handleEdit}
+      />
+      {comment.isOpen && (
+        <Text
+          x={5}
+          y={5}
+          width={190}
+          text={content || '내용 없음'}
+          fontSize={16}
+          fill="black"
+          onClick={handleEdit}
+        />
+      )}
+      {deleteIcon && (
+        <Image
+          image={deleteIcon}
+          x={comment.isOpen ? 175 : 25}
+          y={5}
+          width={20}
+          height={20}
+          onClick={handleDelete}
+        />
+      )}
+
+      {comment.isOpen
+        ? toggleUpIcon && (
+            <Image
+              image={toggleUpIcon}
+              x={comment.isOpen ? 150 : 0}
+              y={5}
+              width={20}
+              height={20}
+              onClick={handleToggle}
+            />
+          )
+        : toggleDownIcon && (
+            <Image
+              image={toggleDownIcon}
+              x={comment.isOpen ? 150 : 0}
+              y={5}
+              width={20}
+              height={20}
+              onClick={handleToggle}
+            />
+          )}
+    </Group>
+  );
+}

frontend/src/components/ImageCanvas/index.tsx

@@ -1,4 +1,9 @@
 import useCanvasStore from '@/stores/useCanvasStore';
+import useCommentStore from '@/stores/useCommentStore';
+import useCommentListQuery from '@/queries/comments/useCommentListQuery';
+import useCreateCommentQuery from '@/queries/comments/useCreateCommentQuery';
+import useUpdateCommentQuery from '@/queries/comments/useUpdateCommentQuery';
+import useDeleteCommentQuery from '@/queries/comments/useDeleteCommentQuery';
 import Konva from 'konva';
 import { useEffect, useRef, useState } from 'react';
 import { Circle, Image, Layer, Line, Rect, Stage } from 'react-konva';
@@ -13,6 +18,8 @@ import useProjectStore from '@/stores/useProjectStore';
 import { useQueryClient } from '@tanstack/react-query';
 import useSaveImageLabelsQuery from '@/queries/projects/useSaveImageLabelsQuery';
 import { useToast } from '@/hooks/use-toast';
+import CommentLabel from './CommentLabel';
+import useAuthStore from '@/stores/useAuthStore';
 
 export default function ImageCanvas() {
   const { project, folderId, categories } = useProjectStore();
@@ -33,6 +40,13 @@ export default function ImageCanvas() {
   const queryClient = useQueryClient();
   const { toast } = useToast();
 
+  const { profile } = useAuthStore();
+  const { comments, setComments } = useCommentStore();
+  const { data: commentList } = useCommentListQuery(project!.id, imageId);
+  const createCommentMutation = useCreateCommentQuery(project!.id, imageId);
+  const updateCommentMutation = useUpdateCommentQuery(project!.id);
+  const deleteCommentMutation = useDeleteCommentQuery(project!.id);
+
   useEffect(() => {
     setLabels(
       shapes.map<Label>(({ group_id, color, points, shape_type }, index) => ({
@@ -49,11 +63,23 @@ export default function ImageCanvas() {
     setSelectedLabelId(null);
   }, [image, setSelectedLabelId]);
 
+  useEffect(() => {
+    if (commentList) {
+      setComments(
+        commentList.map((comment) => ({
+          ...comment,
+          isOpen: false,
+        }))
+      );
+    }
+  }, [commentList, setComments]);
+
   const setLabel = (index: number) => (coordinates: [number, number][]) => {
     const newLabels = [...labels];
     newLabels[index].coordinates = coordinates;
     setLabels(newLabels);
   };
+
   const saveJson = () => {
     const json = JSON.stringify({
       ...labelData,
@@ -86,6 +112,7 @@ export default function ImageCanvas() {
       }
     );
   };
+
   const startDrawRect = () => {
     const { x, y } = stageRef.current!.getRelativePointerPosition()!;
     setRectPoints([
@@ -93,6 +120,7 @@ export default function ImageCanvas() {
       [x, y],
     ]);
   };
+
   const addPointToPolygon = () => {
     const { x, y } = stageRef.current!.getRelativePointerPosition()!;
     if (polygonPoints.length === 0) {
@@ -116,20 +144,24 @@ export default function ImageCanvas() {
     }
     setPolygonPoints([...polygonPoints, [x, y]]);
   };
+
   const removeLastPointOfPolygon = (e: MouseEvent) => {
     e.preventDefault();
     if (polygonPoints.length === 0) return;
     setPolygonPoints(polygonPoints.slice(0, -1));
   };
+
   const moveLastPointOfPolygon = () => {
     if (polygonPoints.length < 2) return;
     const { x, y } = stageRef.current!.getRelativePointerPosition()!;
     setPolygonPoints([...polygonPoints.slice(0, -1), [x, y]]);
   };
+
   const endDrawPolygon = () => {
     if (drawState !== 'pen' || polygonPoints.length === 0) return;
     setDrawState('pointer');
     setPolygonPoints([]);
+
     if (polygonPoints.length < 4) return;
 
     const color = Math.floor(Math.random() * 0xffffff)
@@ -146,12 +178,14 @@ export default function ImageCanvas() {
     setDrawState('pointer');
     setSelectedLabelId(id);
   };
+
   const updateDrawingRect = () => {
     if (rectPoints.length === 0) return;
 
     const { x, y } = stageRef.current!.getRelativePointerPosition()!;
     setRectPoints([rectPoints[0], [x, y]]);
   };
+
   const endDrawRect = () => {
     if (drawState !== 'rect' || rectPoints.length === 0) return;
     if (rectPoints[0][0] === rectPoints[1][0] && rectPoints[0][1] === rectPoints[1][1]) {
@@ -159,6 +193,7 @@ export default function ImageCanvas() {
       return;
     }
     setRectPoints([]);
+
     const color = Math.floor(Math.random() * 0xffffff)
       .toString(16)
       .padStart(6, '0');
@@ -173,12 +208,47 @@ export default function ImageCanvas() {
     setDrawState('pointer');
     setSelectedLabelId(id);
   };
+
   const handleClick = (e: Konva.KonvaEventObject<MouseEvent | TouchEvent>) => {
     e.evt.preventDefault();
     e.evt.stopPropagation();
     const isLeftClicked = e.evt.type === 'mousedown' && (e.evt as MouseEvent).button === 0;
     const isRightClicked = e.evt.type === 'mousedown' && (e.evt as MouseEvent).button === 2;
 
+    if (drawState === 'comment' && isLeftClicked) {
+      const stage = stageRef.current;
+      if (!stage) return;
+
+      const pointerPosition = stage.getRelativePointerPosition();
+      if (!pointerPosition) return;
+
+      if (!profile) {
+        console.error('User profile is not available');
+        return;
+      }
+
+      const x = pointerPosition.x;
+      const y = pointerPosition.y;
+
+      createCommentMutation.mutate({
+        id: 0,
+        content: '',
+        positionX: x,
+        positionY: y,
+        memberId: profile.id,
+        memberNickname: profile.nickname,
+        memberProfileImage: profile.profileImage,
+        createTime: new Date().toISOString(),
+        author: {
+          id: profile.id,
+          nickname: profile.nickname,
+          profileImage: profile.profileImage,
+          email: profile.email,
+        },
+      });
+      return;
+    }
+
     if (drawState !== 'pointer' && (isLeftClicked || isRightClicked)) {
       stageRef.current?.stopDrag();
       if (drawState === 'rect') {
@@ -193,6 +263,7 @@ export default function ImageCanvas() {
       setSelectedLabelId(null);
     }
   };
+
   const handleMouseMove = () => {
     if (drawState === 'rect' && rectPoints.length) {
       updateDrawingRect();
@@ -201,6 +272,7 @@ export default function ImageCanvas() {
       moveLastPointOfPolygon();
     }
   };
+
   const handleZoom = (e: Konva.KonvaEventObject<WheelEvent>) => {
     const scaleBy = 1.05;
     const oldScale = scale.current;
@@ -219,6 +291,7 @@ export default function ImageCanvas() {
     stageRef.current?.position(newPos);
     stageRef.current?.batchDraw();
   };
+
   const handleScroll = (e: Konva.KonvaEventObject<WheelEvent>) => {
     const delta = -e.evt.deltaY;
     const x = stageRef.current?.x();
@@ -235,6 +308,7 @@ export default function ImageCanvas() {
 
     e.evt.ctrlKey ? handleZoom(e) : handleScroll(e);
   };
+
   const getScale = (): Vector2d => {
     if (scale.current) return { x: scale.current, y: scale.current };
     const widthRatio = stageWidth / image!.width;
@@ -271,7 +345,7 @@ export default function ImageCanvas() {
         width={stageWidth}
         height={stageHeight}
         className="overflow-hidden bg-gray-200"
-        draggable
+        draggable={drawState !== 'comment'}
         onWheel={handleWheel}
         onMouseDown={handleClick}
         onTouchStart={handleClick}
@@ -285,6 +359,7 @@ export default function ImageCanvas() {
         <Layer>
           <Image image={image} />
         </Layer>
+
         {project?.type !== 'classification' && (
           <Layer listening={drawState === 'pointer'}>
             {labels.map((label) =>
@@ -357,6 +432,30 @@ export default function ImageCanvas() {
           </Layer>
         )}
 
+        <Layer>
+          {comments.map((comment) => (
+            <CommentLabel
+              key={comment.id}
+              comment={comment}
+              updateComment={(updatedComment) => {
+                updateCommentMutation.mutate({
+                  commentId: comment.id,
+                  commentData: {
+                    content: updatedComment.content,
+                    positionX: updatedComment.positionX,
+                    positionY: updatedComment.positionY,
+                  },
+                });
+              }}
+              deleteComment={(commentId) => {
+                deleteCommentMutation.mutate(commentId);
+              }}
+              toggleComment={(commentId) => {
+                useCommentStore.getState().toggleComment(commentId);
+              }}
+            />
+          ))}
+        </Layer>
         <Layer ref={dragLayerRef} />
       </Stage>
       <CanvasControlBar

frontend/src/components/ImageUploadFileModal/ImageUploadFileForm.tsx

@@ -115,7 +115,7 @@ export default function ImageUploadFileForm({
         </div>
       )}
       {files.length > 0 && (
-        <ul className="m-0 list-none p-0">
+        <ul className="m-0 max-h-[200px] list-none overflow-y-auto p-0">
           {files.map((file, index) => (
             <li
               key={index}

frontend/src/components/ImageUploadFolderModal/ImageUploadFolderForm.tsx

@@ -100,7 +100,7 @@ export default function ImageUploadFolderForm({ onClose, projectId }: { onClose:
         </div>
       )}
       {files.length > 0 && (
-        <ul className="m-0 list-none p-0">
+        <ul className="m-0 max-h-[200px] list-none overflow-y-auto p-0">
           {files.map((file, index) => (
             <li
               key={index}

frontend/src/components/ModelManage/ModelLineChart.tsx

@@ -27,6 +27,10 @@ const chartConfig = {
     label: 'Fitness',
     color: '#FFD700',
   },
+  segLoss: {
+    label: 'Segmentation Loss',
+    color: '#FF1493',
+  },
 } satisfies ChartConfig;
 
 export default function ModelLineChart({ data, className }: ModelLineChartProps) {
@@ -36,9 +40,10 @@ export default function ModelLineChart({ data, className }: ModelLineChartProps)
   const emptyData = Array.from({ length: totalEpochs }, (_, i) => ({
     epoch: (i + 1).toString(),
     boxLoss: null,
-    classLoss: null,
+    clsLoss: null,
     dflLoss: null,
     fitness: null,
+    segLoss: null,
   }));
 
   const filledData = emptyData.map((item, index) => ({
@@ -46,6 +51,18 @@ export default function ModelLineChart({ data, className }: ModelLineChartProps)
     ...(data[index] || {}),
   }));
 
+  const renderLine = (dataKey: keyof ReportResponse, color: string) => {
+    const hasNonZeroData = filledData.some((d) => d[dataKey] !== 0);
+    return hasNonZeroData ? (
+      <Line
+        dataKey={dataKey}
+        type="monotone"
+        stroke={color}
+        strokeWidth={2}
+        dot={false}
+      />
+    ) : null;
+  };
   return (
     <Card className={className}>
       <CardHeader>
@@ -79,34 +96,11 @@ export default function ModelLineChart({ data, className }: ModelLineChartProps)
             <YAxis />
             <Tooltip />
             <Legend />
-            <Line
+            {renderLine('boxLoss', chartConfig.boxLoss.color)}
-              dataKey="boxLoss"
+            {renderLine('clsLoss', chartConfig.classLoss.color)}
-              type="monotone"
+            {renderLine('dflLoss', chartConfig.dflLoss.color)}
-              stroke={chartConfig.boxLoss.color}
+            {renderLine('fitness', chartConfig.fitness.color)}
-              strokeWidth={2}
+            {renderLine('segLoss', chartConfig.segLoss.color)}
-              dot={false}
-            />
-            <Line
-              dataKey="classLoss"
-              type="monotone"
-              stroke={chartConfig.classLoss.color}
-              strokeWidth={2}
-              dot={false}
-            />
-            <Line
-              dataKey="dflLoss"
-              type="monotone"
-              stroke={chartConfig.dflLoss.color}
-              strokeWidth={2}
-              dot={false}
-            />
-            <Line
-              dataKey="fitness"
-              type="monotone"
-              stroke={chartConfig.fitness.color}
-              strokeWidth={2}
-              dot={false}
-            />
           </LineChart>
         </ChartContainer>
       </CardContent>

frontend/src/components/ModelManage/TrainingGraph.tsx

@@ -1,6 +1,6 @@
-import { useMemo } from 'react';
+import { useEffect, useState } from 'react';
 import ModelLineChart from './ModelLineChart';
-import usePollingTrainingModelReport from '@/queries/reports/usePollingModelReportsQuery';
+import usePollingModelReportsQuery from '@/queries/reports/usePollingModelReportsQuery';
 import { ModelResponse } from '@/types';
 
 interface TrainingGraphProps {
@@ -10,24 +10,24 @@ interface TrainingGraphProps {
 }
 
 export default function TrainingGraph({ projectId, selectedModel, className }: TrainingGraphProps) {
-  const isTraining = selectedModel?.isTrain || false;
+  const [isPolling, setIsPolling] = useState(false);
-
+  const { data: trainingDataList } = usePollingModelReportsQuery(
-  const { data: fetchedTrainingDataList } = usePollingTrainingModelReport(
     projectId as number,
     selectedModel?.id as number,
-    isTraining
+    isPolling
   );
 
-  const trainingDataList = useMemo(() => {
+  useEffect(() => {
-    if (!isTraining) {
+    if (selectedModel) {
-      return [];
+      setIsPolling(true);
+    } else {
+      setIsPolling(false);
     }
-    return fetchedTrainingDataList || [];
+  }, [selectedModel]);
-  }, [isTraining, fetchedTrainingDataList]);
 
   return (
     <ModelLineChart
-      data={trainingDataList}
+      data={trainingDataList || []}
       className={className}
     />
   );

frontend/src/components/ModelManage/TrainingSettings.tsx

@@ -1,10 +1,11 @@
+import { useState, useEffect, useRef } from 'react';
+import { Button } from '@/components/ui/button';
 import SelectWithLabel from './SelectWithLabel';
 import InputWithLabel from './InputWithLabel';
-import { Button } from '@/components/ui/button';
 import useProjectModelsQuery from '@/queries/models/useProjectModelsQuery';
 import { ModelTrainRequest, ModelResponse } from '@/types';
-import { useState } from 'react';
 import { cn } from '@/lib/utils';
+import { useQueryClient } from '@tanstack/react-query';
 
 interface TrainingSettingsProps {
   projectId: number | null;
@@ -30,6 +31,9 @@ export default function TrainingSettings({
   const [optimizer, setOptimizer] = useState<'SGD' | 'AUTO' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP'>('AUTO');
   const [lr0, setLr0] = useState<number>(0.01);
   const [lrf, setLrf] = useState<number>(0.001);
+  const [isSubmitting, setIsSubmitting] = useState(false);
+  const queryClient = useQueryClient();
+  const intervalRef = useRef<NodeJS.Timeout | null>(null);
 
   const handleSubmit = () => {
     if (selectedModel?.isTrain) {
@@ -44,10 +48,34 @@ export default function TrainingSettings({
         lr0,
         lrf,
       };
+      setIsSubmitting(true);
       handleTrainingStart(trainData);
     }
   };
 
+  useEffect(() => {
+    if (isSubmitting) {
+      intervalRef.current = setInterval(() => {
+        queryClient.invalidateQueries({ queryKey: ['projectModels', projectId] });
+      }, 1000);
+    } else if (intervalRef.current) {
+      clearInterval(intervalRef.current);
+      intervalRef.current = null;
+    }
+
+    return () => {
+      if (intervalRef.current) {
+        clearInterval(intervalRef.current);
+      }
+    };
+  }, [isSubmitting, queryClient, projectId]);
+
+  useEffect(() => {
+    if (selectedModel?.isTrain) {
+      setIsSubmitting(false);
+    }
+  }, [selectedModel]);
+
   return (
     <fieldset className={cn('grid gap-6 rounded-lg border p-4', className)}>
       <legend className="-ml-1 px-1 text-sm font-medium">모델 설정</legend>
@@ -130,9 +158,9 @@ export default function TrainingSettings({
             variant="outlinePrimary"
             size="lg"
             onClick={handleSubmit}
-            disabled={!selectedModel}
+            disabled={!selectedModel || isSubmitting}
           >
-            {selectedModel?.isTrain ? '학습 중단' : '학습 시작'}
+            {isSubmitting ? '기다리는 중...' : '학습 시작'}
           </Button>
         </>
       )}

frontend/src/components/ui/spinner.tsx

@@ -0,0 +1,43 @@
+import React from 'react';
+import { cn } from '@/lib/utils';
+import { VariantProps, cva } from 'class-variance-authority';
+import { Loader2 } from 'lucide-react';
+
+const spinnerVariants = cva('flex-col items-center justify-center', {
+  variants: {
+    show: {
+      true: 'flex',
+      false: 'hidden',
+    },
+  },
+  defaultVariants: {
+    show: true,
+  },
+});
+
+const loaderVariants = cva('animate-spin text-primary', {
+  variants: {
+    size: {
+      small: 'size-6',
+      medium: 'size-8',
+      large: 'size-12',
+    },
+  },
+  defaultVariants: {
+    size: 'medium',
+  },
+});
+
+interface SpinnerContentProps extends VariantProps<typeof spinnerVariants>, VariantProps<typeof loaderVariants> {
+  className?: string;
+  children?: React.ReactNode;
+}
+
+export function Spinner({ size, show, children, className }: SpinnerContentProps) {
+  return (
+    <span className={spinnerVariants({ show })}>
+      <Loader2 className={cn(loaderVariants({ size }), className)} />
+      {children}
+    </span>
+  );
+}

frontend/src/pages/ReviewDetail.tsx

@@ -21,23 +21,28 @@ export default function ReviewDetail(): JSX.Element {
 
   const { data: reviewDetail } = useReviewDetailQuery(Number(projectId), Number(reviewId), memberId);
 
-  const approveReviewMutation = useApproveReviewQuery({ projectId: Number(projectId), reviewId: Number(reviewId) });
+  const approveReviewMutation = useApproveReviewQuery({
-  const rejectReviewMutation = useRejectReviewQuery({ projectId: Number(projectId), reviewId: Number(reviewId) });
+    projectId: Number(projectId),
+    reviewId: Number(reviewId),
+    memberId: memberId,
+  });
+  const rejectReviewMutation = useRejectReviewQuery({
+    projectId: Number(projectId),
+    reviewId: Number(reviewId),
+    memberId: memberId,
+  });
 
   const [activeTab, setActiveTab] = useState<'content' | 'images'>('content');
-  const [isReviewed, setIsReviewed] = useState(
-    reviewDetail?.reviewStatus === 'APPROVED' || reviewDetail?.reviewStatus === 'REJECTED'
-  );
 
   const handleApprove = () => {
     approveReviewMutation.mutate(undefined, {
-      onSuccess: () => setIsReviewed(true),
+      onSuccess: () => {},
     });
   };
 
   const handleReject = () => {
     rejectReviewMutation.mutate(undefined, {
-      onSuccess: () => setIsReviewed(true),
+      onSuccess: () => {},
     });
   };
 
@@ -124,24 +129,20 @@ export default function ReviewDetail(): JSX.Element {
         </div>
       )}
 
-      {!isReviewed && (
+      {reviewDetail.reviewStatus !== 'APPROVED' && reviewDetail.reviewStatus !== 'REJECTED' && (
         <div className="actions mt-6 flex justify-end space-x-2">
-          {reviewDetail.reviewStatus !== 'APPROVED' && (
+          <Button
-            <Button
+            variant="destructive"
-              variant="default"
+            onClick={handleReject}
-              onClick={handleApprove}
+          >
-            >
+            {'거부'}
-              {'승인'}
+          </Button>
-            </Button>
+          <Button
-          )}
+            variant="default"
-          {reviewDetail.reviewStatus !== 'REJECTED' && (
+            onClick={handleApprove}
-            <Button
+          >
-              variant="destructive"
+            {'승인'}
-              onClick={handleReject}
+          </Button>
-            >
-              {'거부'}
-            </Button>
-          )}
         </div>
       )}
 

frontend/src/queries/comments/useCommentListQuery.ts

@@ -1,7 +1,7 @@
 import { getCommentList } from '@/api/commentAPi';
 import { useSuspenseQuery } from '@tanstack/react-query';
 
-export default function useGetCommentListQuery(projectId: number, imageId: number) {
+export default function useCommentListQuery(projectId: number, imageId: number) {
   return useSuspenseQuery({
     queryKey: ['commentList', projectId, imageId],
     queryFn: () => getCommentList(projectId, imageId),

frontend/src/queries/comments/useCommentQuery.ts

@@ -1,7 +1,7 @@
 import { getComment } from '@/api/commentAPi';
 import { useSuspenseQuery } from '@tanstack/react-query';
 
-export default function useGetCommentQuery(projectId: number, commentId: number) {
+export default function useCommentQuery(projectId: number, commentId: number) {
   return useSuspenseQuery({
     queryKey: ['comment', projectId, commentId],
     queryFn: () => getComment(projectId, commentId),

frontend/src/queries/comments/useCreateCommentQuery.ts

@@ -2,7 +2,7 @@ import { createComment } from '@/api/commentAPi';
 import { useMutation, useQueryClient } from '@tanstack/react-query';
 import { CommentResponse } from '@/types';
 
-export default function useCreateCommentMutation(projectId: number, imageId: number) {
+export default function useCreateCommentQuery(projectId: number, imageId: number) {
   const queryClient = useQueryClient();
 
   return useMutation({

frontend/src/queries/comments/useDeleteCommentQuery.ts

@@ -1,11 +1,11 @@
 import { deleteComment } from '@/api/commentAPi';
 import { useMutation, useQueryClient } from '@tanstack/react-query';
 
-export default function useDeleteCommentMutation(projectId: number, commentId: number) {
+export default function useDeleteCommentQuery(projectId: number) {
   const queryClient = useQueryClient();
 
   return useMutation({
-    mutationFn: () => deleteComment(projectId, commentId),
+    mutationFn: (commentId: number) => deleteComment(projectId, commentId),
     onSuccess: () => {
       queryClient.invalidateQueries({ queryKey: ['commentList', projectId] });
     },

frontend/src/queries/comments/useUpdateCommentMutation.ts

@@ -1,15 +0,0 @@
-import { updateComment } from '@/api/commentAPi';
-import { useMutation, useQueryClient } from '@tanstack/react-query';
-import { CommentResponse } from '@/types';
-
-export default function useUpdateCommentMutation(projectId: number, commentId: number) {
-  const queryClient = useQueryClient();
-
-  return useMutation({
-    mutationFn: (commentData: CommentResponse) => updateComment(projectId, commentId, commentData),
-    onSuccess: () => {
-      queryClient.invalidateQueries({ queryKey: ['comment', projectId, commentId] });
-      queryClient.invalidateQueries({ queryKey: ['commentList', projectId] });
-    },
-  });
-}

frontend/src/queries/comments/useUpdateCommentQuery.ts

@@ -0,0 +1,15 @@
+import { updateComment } from '@/api/commentAPi';
+import { useMutation, useQueryClient } from '@tanstack/react-query';
+import { CommentRequest } from '@/types';
+
+export default function useUpdateCommentQuery(projectId: number) {
+  const queryClient = useQueryClient();
+
+  return useMutation({
+    mutationFn: ({ commentId, commentData }: { commentId: number; commentData: CommentRequest }) =>
+      updateComment(projectId, commentId, commentData),
+    onSuccess: () => {
+      queryClient.invalidateQueries({ queryKey: ['commentList', projectId] });
+    },
+  });
+}

frontend/src/queries/reviews/useApproveReviewQuery.ts

@@ -4,15 +4,16 @@ import { approveReview } from '@/api/reviewApi';
 interface ReviewStatusChangeProps {
   projectId: number;
   reviewId: number;
+  memberId: number;
 }
 
-export default function useApproveReviewQuery({ projectId, reviewId }: ReviewStatusChangeProps) {
+export default function useApproveReviewQuery({ projectId, reviewId, memberId }: ReviewStatusChangeProps) {
   const queryClient = useQueryClient();
 
   return useMutation({
     mutationFn: () => approveReview(projectId, reviewId),
     onSuccess: () => {
-      queryClient.invalidateQueries({ queryKey: ['reviewDetail', reviewId] });
+      queryClient.invalidateQueries({ queryKey: ['reviewDetail', projectId, reviewId, memberId] });
     },
   });
 }

frontend/src/queries/reviews/useRejectReviewQuery.ts

@@ -4,15 +4,16 @@ import { rejectReview } from '@/api/reviewApi';
 interface ReviewStatusChangeProps {
   projectId: number;
   reviewId: number;
+  memberId: number;
 }
 
-export default function useRejectReviewQuery({ projectId, reviewId }: ReviewStatusChangeProps) {
+export default function useRejectReviewQuery({ projectId, reviewId, memberId }: ReviewStatusChangeProps) {
   const queryClient = useQueryClient();
 
   return useMutation({
     mutationFn: () => rejectReview(projectId, reviewId),
     onSuccess: () => {
-      queryClient.invalidateQueries({ queryKey: ['reviewDetail', reviewId] });
+      queryClient.invalidateQueries({ queryKey: ['reviewDetail', projectId, reviewId, memberId] });
     },
   });
 }

frontend/src/stores/useCanvasStore.ts

@@ -5,7 +5,7 @@ interface CanvasState {
   sidebarSize: number;
   image: ImageResponse | null;
   labels: Label[];
-  drawState: 'pen' | 'rect' | 'pointer';
+  drawState: 'pen' | 'rect' | 'pointer' | 'comment';
   selectedLabelId: number | null;
   setSidebarSize: (width: number) => void;
   setImage: (image: ImageResponse | null) => void;
@@ -13,7 +13,7 @@ interface CanvasState {
   addLabel: (label: Label) => void;
   removeLabel: (labelId: number) => void;
   updateLabel: (label: Label) => void;
-  setDrawState: (state: 'pen' | 'rect' | 'pointer') => void;
+  setDrawState: (state: 'pen' | 'rect' | 'pointer' | 'comment') => void;
   setSelectedLabelId: (labelId: number | null) => void;
 }
 

frontend/src/stores/useCommentStore.ts

@@ -4,34 +4,33 @@ import { CommentResponse } from '@/types';
 interface CommentWithToggle extends CommentResponse {
   isOpen?: boolean;
 }
+
 interface CommentState {
   comments: CommentWithToggle[];
-  addComment: (comment: CommentResponse) => void;
+  setComments: (comments: CommentWithToggle[]) => void;
-  updateComment: (updatedComment: CommentResponse) => void;
+  addComment: (comment: CommentWithToggle) => void;
+  updateComment: (updatedComment: CommentWithToggle) => void;
   deleteComment: (commentId: number) => void;
   toggleComment: (commentId: number) => void;
 }
 
 const useCommentStore = create<CommentState>((set) => ({
   comments: [],
-
+  setComments: (comments) => set({ comments }),
   addComment: (comment) =>
     set((state) => ({
-      comments: [...state.comments, { ...comment, isOpen: false }],
+      comments: [...state.comments, { ...comment, isOpen: true }],
     })),
-
   updateComment: (updatedComment) =>
     set((state) => ({
       comments: state.comments.map((comment) =>
         comment.id === updatedComment.id ? { ...updatedComment, isOpen: comment.isOpen } : comment
       ),
     })),
-
   deleteComment: (commentId) =>
     set((state) => ({
       comments: state.comments.filter((comment) => comment.id !== commentId),
     })),
-
   toggleComment: (commentId) =>
     set((state) => ({
       comments: state.comments.map((comment) =>

frontend/src/types/alarmTypes.ts

@@ -0,0 +1,6 @@
+export interface AlarmResponse {
+  id: number;
+  isRead: boolean;
+  createdAt: string;
+  type: string;
+}

frontend/src/types/categoryTypes.ts

@@ -0,0 +1,9 @@
+// 카테고리 관련 DTO
+export interface CategoryRequest {
+  categoryName: string;
+}
+
+export interface CategoryResponse {
+  id: number;
+  name: string;
+}

frontend/src/types/commentTypes.ts

@@ -0,0 +1,24 @@
+import { MemberResponse } from './memberTypes';
+
+// 댓글 관련 DTO
+export interface CommentRequest {
+  content: string;
+  positionX: number;
+  positionY: number;
+}
+
+export interface CommentResponse {
+  id: number;
+  memberId: number;
+  memberNickname: string;
+  memberProfileImage: string;
+  positionX: number;
+  positionY: number;
+  content: string;
+  createTime: string; // 작성 일자 (ISO 8601 형식)
+  author: MemberResponse; // 추가됨
+}
+
+export interface CommentListResponse {
+  commentResponses: CommentResponse[];
+}

frontend/src/types/fileTypes.ts

@@ -0,0 +1,27 @@
+// 파일 및 디렉터리 관련 타입
+export type FileItem = {
+  id: number;
+  name: string;
+  url: string;
+  type: 'image' | 'json';
+  status: 'idle' | 'done';
+};
+
+export type DirectoryItem = {
+  id: number;
+  name: string;
+  type: 'directory';
+  children: Array<DirectoryItem | FileItem>;
+};
+
+export type Project = {
+  id: number;
+  name: string;
+  type: 'classification' | 'detection' | 'segmentation';
+  children: Array<DirectoryItem | FileItem>;
+};
+export type Workspace = {
+  id: number;
+  name: string;
+  projects: Array<Project>;
+};

frontend/src/types/folderTypes.ts

@@ -0,0 +1,23 @@
+import { ImageResponse } from './imageTypes';
+
+export interface FolderRequest {
+  title: string;
+  parentId: number;
+}
+
+export interface ChildFolder {
+  id: number;
+  title: string;
+}
+
+export interface FolderResponse {
+  id: number;
+  title: string;
+  images: ImageResponse[];
+  children: ChildFolder[];
+}
+
+export interface FolderIdResponse {
+  id: number;
+  title: string;
+}

frontend/src/types/imageTypes.ts

@@ -0,0 +1,33 @@
+export type ImageStatus = 'PENDING' | 'IN_PROGRESS' | 'SAVE' | 'REVIEW_REQUEST' | 'REVIEW_REJECTED' | 'COMPLETED';
+
+export interface ImageResponse {
+  id: number;
+  imageTitle: string;
+  imagePath: string;
+  dataPath: string;
+  status: ImageStatus;
+}
+
+// 이미지 이동 및 상태변경 요청 DTO
+export interface ImageMoveRequest {
+  moveFolderId: number;
+}
+
+export interface ImageStatusChangeRequest {
+  labelStatus: ImageStatus;
+}
+
+// 이미지 상세 조회 응답 DTO
+export interface ImageDetailResponse {
+  id: number;
+  imageTitle: string;
+  imageUrl: string;
+  data: string | null;
+  status: ImageStatus;
+}
+export interface ImageFolderRequest {
+  memberId: number;
+  projectId: number;
+  parentId: number;
+  files: File[];
+}

frontend/src/types/index.ts

@@ -1,355 +1,13 @@
-// 파일 및 디렉터리 관련 타입
+export * from './modelTypes';
-export type FileItem = {
+export * from './imageTypes';
-  id: number;
+export * from './reviewTypes';
-  name: string;
+export * from './alarmTypes';
-  url: string;
+export * from './memberTypes';
-  type: 'image' | 'json';
+export * from './categoryTypes';
-  status: 'idle' | 'done';
+export * from './workspaceTypes';
-};
+export * from './commentTypes';
-
+export * from './folderTypes';
-export type DirectoryItem = {
+export * from './projectTypes';
-  id: number;
+export * from './labelTypes';
-  name: string;
+export * from './fileTypes';
-  type: 'directory';
+export * from './reportTypes';
-  children: Array<DirectoryItem | FileItem>;
-};
-
-// 프로젝트 관련 타입
-export type Project = {
-  id: number;
-  name: string;
-  type: 'classification' | 'detection' | 'segmentation';
-  children: Array<DirectoryItem | FileItem>;
-};
-
-// 워크스페이스 관련 타입
-export type Workspace = {
-  id: number;
-  name: string;
-  projects: Array<Project>;
-};
-
-// 레이블 관련 타입
-export type Label = {
-  id: number;
-  categoryId: number;
-  color: string;
-  type: 'polygon' | 'rectangle' | 'point';
-  coordinates: Array<[number, number]>;
-};
-
-export interface LabelingRequest {
-  memberId: number;
-  projectId: number;
-  imageId: number;
-}
-
-export interface AutoLabelingResponse {
-  imageId: number;
-  imageUrl: string;
-  data: string;
-}
-
-// 폴더 및 이미지 관련 DTO
-export interface FolderRequest {
-  title: string;
-  parentId: number;
-}
-
-export interface ChildFolder {
-  id: number;
-  title: string;
-}
-
-export interface FolderResponse {
-  id: number;
-  title: string;
-  images: ImageResponse[];
-  children: ChildFolder[];
-}
-
-export type ImageStatus = 'PENDING' | 'IN_PROGRESS' | 'SAVE' | 'REVIEW_REQUEST' | 'REVIEW_REJECTED' | 'COMPLETED';
-
-export interface ImageResponse {
-  id: number;
-  imageTitle: string;
-  imagePath: string;
-  dataPath: string;
-  status: ImageStatus;
-}
-
-// 이미지 이동 및 상태변경 요청 DTO
-export interface ImageMoveRequest {
-  moveFolderId: number;
-}
-
-export interface ImageStatusChangeRequest {
-  labelStatus: ImageStatus;
-}
-
-// 멤버 관련 DTO
-export interface MemberResponse {
-  id: number;
-  nickname: string;
-  profileImage: string;
-  email: string;
-}
-
-// 워크스페이스 관련 DTO
-export interface WorkspaceMemberResponse {
-  id: number;
-  nickname: string;
-  profileImage: string;
-}
-export interface WorkspaceRequest {
-  title: string;
-  content: string;
-}
-
-export interface WorkspaceResponse {
-  id: number;
-  memberId: string;
-  title: string;
-  content: string;
-  createdAt: string;
-  updatedAt: string;
-}
-
-export interface WorkspaceListResponse {
-  workspaceResponses: WorkspaceResponse[];
-}
-
-export interface ProjectRequest {
-  title: string;
-  projectType: 'classification' | 'detection' | 'segmentation';
-  categories: string[];
-}
-
-export type ProjectResponse = {
-  id: number;
-  title: string;
-  workspaceId: number;
-  projectType: 'classification' | 'detection' | 'segmentation';
-  createdAt: string;
-  updatedAt: string;
-  thumbnail?: string; // Optional
-};
-
-// 댓글 관련 DTO
-export interface CommentRequest {
-  content: string;
-  positionX: number;
-  positionY: number;
-}
-
-export interface CommentResponse {
-  id: number;
-  memberId: number;
-  memberNickname: string;
-  memberProfileImage: string;
-  positionX: number;
-  positionY: number;
-  content: string;
-  createTime: string; // 작성 일자 (ISO 8601 형식)
-  author: MemberResponse; // 추가됨
-}
-
-export interface CommentListResponse {
-  commentResponses: CommentResponse[];
-}
-
-// 프로젝트 멤버 관련 DTO
-export interface ProjectMemberRequest {
-  memberId: number;
-  privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
-}
-
-export interface ProjectMemberResponse {
-  memberId: number;
-  nickname: string;
-  profileImage: string;
-  privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
-}
-
-// 리뷰 관련 DTO
-export interface ReviewRequest {
-  title: string;
-  content: string;
-  imageIds: number[];
-}
-
-export interface ReviewResponse {
-  reviewId: number;
-  projectId: number;
-  title: string;
-  content: string;
-  status: 'REQUESTED' | 'APPROVED' | 'REJECTED';
-  author: MemberResponse;
-  createAt: string;
-  updateAt: string;
-}
-
-export interface ReviewStatusRequest {
-  reviewStatus: 'REQUESTED' | 'APPROVED' | 'REJECTED';
-}
-
-export interface ReviewImageResponse {
-  id: number;
-  imageTitle: string;
-  status: ImageStatus;
-  imagePath: string;
-  dataPath: string;
-}
-
-export interface ReviewDetailResponse {
-  reviewId: number;
-  title: string;
-  content: string;
-  reviewStatus: 'REQUESTED' | 'APPROVED' | 'REJECTED';
-  images: ReviewImageResponse[];
-  createAt: string;
-  updateAt: string;
-  author: MemberResponse;
-  reviewer: MemberResponse;
-}
-
-// 카테고리 관련 DTO
-export interface CategoryRequest {
-  categoryName: string;
-}
-
-export interface CategoryResponse {
-  id: number;
-  name: string;
-}
-
-// 레이블 저장 요청 DTO
-export interface LabelSaveRequest {
-  data: string;
-}
-
-// 폴더 ID 응답 DTO
-export interface FolderIdResponse {
-  id: number;
-  title: string;
-}
-
-// 이미지 상세 조회 응답 DTO
-export interface ImageDetailResponse {
-  id: number;
-  imageTitle: string;
-  imageUrl: string;
-  data: string | null;
-  status: ImageStatus;
-}
-
-// 리프레시 토큰 응답 DTO
-export interface RefreshTokenResponse {
-  accessToken: string;
-}
-
-export interface Shape {
-  categoryId: number;
-  color: string;
-  points: [number, number][];
-  group_id: number;
-  shape_type: 'polygon' | 'rectangle' | 'point';
-  flags: Record<string, never>;
-}
-
-export interface LabelJson {
-  version: string;
-  task_type: 'cls' | 'det' | 'seg';
-  shapes: Shape[];
-  split: string;
-  imageHeight: number;
-  imageWidth: number;
-  imageDepth: number;
-}
-
-export interface ErrorResponse {
-  status: number;
-  code: number;
-  message: string;
-  isSuccess: boolean;
-}
-
-export interface ImageFolderRequest {
-  memberId: number;
-  projectId: number;
-  parentId: number;
-  files: File[];
-}
-export interface LabelCategoryResponse {
-  id: number;
-  labelName: string;
-}
-// 카테고리 요청 DTO
-export interface LabelCategoryRequest {
-  labelCategoryList: number[];
-}
-
-// 모델 카테고리 응답 DTO
-export interface ModelCategoryResponse {
-  id: number;
-  name: string;
-}
-
-// 모델 요청 DTO (API로 전달할 데이터 타입)
-export interface ModelRequest {
-  name: string;
-}
-
-// 모델 응답 DTO (API로부터 받는 데이터 타입)
-export interface ModelResponse {
-  id: number;
-  name: string;
-  isDefault: boolean;
-  isTrain: boolean;
-}
-
-// 프로젝트 모델 리스트 응답 DTO
-export interface ProjectModelsResponse extends Array<ModelResponse> {}
-// 모델 훈련 요청 DTO
-export interface ModelTrainRequest {
-  modelId: number;
-  ratio: number;
-  epochs: number;
-  batch: number;
-  lr0: number;
-  lrf: number;
-  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
-}
-export interface ResultResponse {
-  id: number;
-  precision: number;
-  recall: number;
-  fitness: number;
-  ratio: number;
-  epochs: number;
-  batch: number;
-  lr0: number;
-  lrf: number;
-  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
-  map50: number;
-  map5095: number;
-}
-
-export interface ReportResponse {
-  modelId: number;
-  totalEpochs: number;
-  epoch: number;
-  boxLoss: number;
-  clsLoss: number;
-  dflLoss: number;
-  fitness: number;
-  epochTime: number;
-  leftSecond: number;
-}
-
-export interface AlarmResponse {
-  id: number;
-  isRead: boolean;
-  createdAt: string;
-  type: string;
-}

frontend/src/types/labelTypes.ts

@@ -0,0 +1,53 @@
+// 레이블 관련 타입
+export type Label = {
+  id: number;
+  categoryId: number;
+  color: string;
+  type: 'polygon' | 'rectangle' | 'point';
+  coordinates: Array<[number, number]>;
+};
+
+export interface LabelingRequest {
+  memberId: number;
+  projectId: number;
+  imageId: number;
+}
+
+export interface AutoLabelingResponse {
+  imageId: number;
+  imageUrl: string;
+  data: string;
+}
+
+// 레이블 저장 요청 DTO
+export interface LabelSaveRequest {
+  data: string;
+}
+
+export interface Shape {
+  categoryId: number;
+  color: string;
+  points: [number, number][];
+  group_id: number;
+  shape_type: 'polygon' | 'rectangle' | 'point';
+  flags: Record<string, never>;
+}
+
+export interface LabelJson {
+  version: string;
+  task_type: 'cls' | 'det' | 'seg';
+  shapes: Shape[];
+  split: string;
+  imageHeight: number;
+  imageWidth: number;
+  imageDepth: number;
+}
+
+export interface LabelCategoryResponse {
+  id: number;
+  labelName: string;
+}
+// 카테고리 요청 DTO
+export interface LabelCategoryRequest {
+  labelCategoryList: number[];
+}

frontend/src/types/memberTypes.ts

@@ -0,0 +1,11 @@
+// 멤버 관련 DTO
+export interface MemberResponse {
+  id: number;
+  nickname: string;
+  profileImage: string;
+  email: string;
+}
+// 리프레시 토큰 응답 DTO
+export interface RefreshTokenResponse {
+  accessToken: string;
+}

frontend/src/types/modelTypes.ts

@@ -0,0 +1,32 @@
+// 모델 카테고리 응답 DTO
+export interface ModelCategoryResponse {
+  id: number;
+  name: string;
+}
+
+// 모델 요청 DTO (API로 전달할 데이터 타입)
+export interface ModelRequest {
+  name: string;
+}
+
+// 모델 응답 DTO (API로부터 받는 데이터 타입)
+export interface ModelResponse {
+  id: number;
+  name: string;
+  isDefault: boolean;
+  isTrain: boolean;
+  projectType: 'classification' | 'detection' | 'segmentation';
+}
+
+// 프로젝트 모델 리스트 응답 DTO
+export interface ProjectModelsResponse extends Array<ModelResponse> {}
+// 모델 훈련 요청 DTO
+export interface ModelTrainRequest {
+  modelId: number;
+  ratio: number;
+  epochs: number;
+  batch: number;
+  lr0: number;
+  lrf: number;
+  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
+}

frontend/src/types/projectTypes.ts

@@ -0,0 +1,27 @@
+export interface ProjectRequest {
+  title: string;
+  projectType: 'classification' | 'detection' | 'segmentation';
+  categories: string[];
+}
+
+export type ProjectResponse = {
+  id: number;
+  title: string;
+  workspaceId: number;
+  projectType: 'classification' | 'detection' | 'segmentation';
+  createdAt: string;
+  updatedAt: string;
+  thumbnail?: string; // Optional
+};
+// 프로젝트 멤버 관련 DTO
+export interface ProjectMemberRequest {
+  memberId: number;
+  privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
+}
+
+export interface ProjectMemberResponse {
+  memberId: number;
+  nickname: string;
+  profileImage: string;
+  privilegeType: 'ADMIN' | 'MANAGER' | 'EDITOR' | 'VIEWER';
+}

frontend/src/types/reportTypes.ts

@@ -0,0 +1,27 @@
+export interface ResultResponse {
+  id: number;
+  precision: number;
+  recall: number;
+  fitness: number;
+  ratio: number;
+  epochs: number;
+  batch: number;
+  lr0: number;
+  lrf: number;
+  optimizer: 'AUTO' | 'SGD' | 'ADAM' | 'ADAMW' | 'NADAM' | 'RADAM' | 'RMSPROP';
+  map50: number;
+  map5095: number;
+}
+
+export interface ReportResponse {
+  modelId: number;
+  totalEpochs: number;
+  epoch: number;
+  boxLoss: number;
+  clsLoss: number;
+  dflLoss: number;
+  fitness: number;
+  epochTime: number;
+  leftSecond: number;
+  segLoss: number;
+}

frontend/src/types/reviewTypes.ts

@@ -0,0 +1,44 @@
+import { ImageStatus } from './imageTypes';
+import { MemberResponse } from './memberTypes';
+
+// 리뷰 관련 DTO
+export interface ReviewRequest {
+  title: string;
+  content: string;
+  imageIds: number[];
+}
+
+export interface ReviewResponse {
+  reviewId: number;
+  projectId: number;
+  title: string;
+  content: string;
+  status: 'REQUESTED' | 'APPROVED' | 'REJECTED';
+  author: MemberResponse;
+  createAt: string;
+  updateAt: string;
+}
+
+export interface ReviewStatusRequest {
+  reviewStatus: 'REQUESTED' | 'APPROVED' | 'REJECTED';
+}
+
+export interface ReviewImageResponse {
+  id: number;
+  imageTitle: string;
+  status: ImageStatus;
+  imagePath: string;
+  dataPath: string;
+}
+
+export interface ReviewDetailResponse {
+  reviewId: number;
+  title: string;
+  content: string;
+  reviewStatus: 'REQUESTED' | 'APPROVED' | 'REJECTED';
+  images: ReviewImageResponse[];
+  createAt: string;
+  updateAt: string;
+  author: MemberResponse;
+  reviewer: MemberResponse;
+}

frontend/src/types/workspaceTypes.ts

@@ -0,0 +1,23 @@
+// 워크스페이스 관련 DTO
+export interface WorkspaceMemberResponse {
+  id: number;
+  nickname: string;
+  profileImage: string;
+}
+export interface WorkspaceRequest {
+  title: string;
+  content: string;
+}
+
+export interface WorkspaceResponse {
+  id: number;
+  memberId: string;
+  title: string;
+  content: string;
+  createdAt: string;
+  updatedAt: string;
+}
+
+export interface WorkspaceListResponse {
+  workspaceResponses: WorkspaceResponse[];
+}