diff --git a/controller/relay-image.go b/controller/relay-image.go
index 1d1b71ba..6c590e37 100644
--- a/controller/relay-image.go
+++ b/controller/relay-image.go
@@ -10,6 +10,7 @@ import (
 	"net/http"
 	"one-api/common"
 	"one-api/model"
+	"strings"
 
 	"github.com/gin-gonic/gin"
 )
@@ -104,6 +105,7 @@ func relayImageHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 		baseURL = c.GetString("base_url")
 	}
 	fullRequestURL := getFullRequestURL(baseURL, requestURL, channelType)
+
 	var requestBody io.Reader
 	if isModelMapped {
 		jsonStr, err := json.Marshal(imageRequest)
@@ -127,10 +129,36 @@ func relayImageHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 	}
 
 	req, err := http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
+
+	if channelType == common.ChannelTypeAzure {
+		query := c.Request.URL.Query()
+		apiVersion := query.Get("api-version")
+		if apiVersion == "" {
+			apiVersion = c.GetString("api_version")
+		}
+
+		params := fmt.Sprintf("?api-version=%s", apiVersion)
+		baseURL = c.GetString("base_url")
+
+		if imageModel == "dall-e-2" {
+			fullRequestURL = fmt.Sprintf("%s/openai/images/generations:submit%s", baseURL, params)
+		} else {
+			fullRequestURL = fmt.Sprintf("%s/openai/deployments/dalle3/images/generations%s", baseURL, params)
+		}
+
+		req, err = http.NewRequest(c.Request.Method, fullRequestURL, requestBody)
+
+		apiKey := c.Request.Header.Get("Authorization")
+		apiKey = strings.TrimPrefix(apiKey, "Bearer ")
+
+		req.Header.Set("api-key", apiKey)
+	} else {
+		req.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
+	}
+
 	if err != nil {
 		return errorWrapper(err, "new_request_failed", http.StatusInternalServerError)
 	}
-	req.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
 
 	req.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
 	req.Header.Set("Accept", c.Request.Header.Get("Accept"))
@@ -148,7 +176,50 @@ func relayImageHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 	if err != nil {
 		return errorWrapper(err, "close_request_body_failed", http.StatusInternalServerError)
 	}
-	var textResponse ImageResponse
+
+	var textResponse OpenAIImageResponse
+
+	contentLength := resp.ContentLength
+
+	if consumeQuota {
+		responseBody, err := io.ReadAll(resp.Body)
+
+		if err != nil {
+			return errorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+		}
+		err = resp.Body.Close()
+		if err != nil {
+			return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
+		}
+
+		if channelType == common.ChannelTypeAzure && imageModel == "dall-e-2" {
+			var azureDalle2Response AzureDalle2Response
+			err = json.Unmarshal(responseBody, &azureDalle2Response)
+
+			if err != nil {
+				return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
+			}
+
+			// Rerite response body
+			textResponse = OpenAIImageResponse{
+				Created: azureDalle2Response.Created,
+				Data:    azureDalle2Response.Result.Data,
+			}
+
+			responseBody, err = json.Marshal(textResponse)
+
+			// Fix transfer closed with ... bytes remaining to read
+			contentLength = int64(len(responseBody))
+		} else {
+			err = json.Unmarshal(responseBody, &textResponse)
+		}
+
+		if err != nil {
+			return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
+		}
+
+		resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
+	}
 
 	defer func(ctx context.Context) {
 		if consumeQuota {
@@ -171,28 +242,11 @@ func relayImageHelper(c *gin.Context, relayMode int) *OpenAIErrorWithStatusCode
 		}
 	}(c.Request.Context())
 
-	if consumeQuota {
-		responseBody, err := io.ReadAll(resp.Body)
-
-		if err != nil {
-			return errorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
-		}
-		err = resp.Body.Close()
-		if err != nil {
-			return errorWrapper(err, "close_response_body_failed", http.StatusInternalServerError)
-		}
-		err = json.Unmarshal(responseBody, &textResponse)
-		if err != nil {
-			return errorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
-		}
-
-		resp.Body = io.NopCloser(bytes.NewBuffer(responseBody))
-	}
-
 	for k, v := range resp.Header {
 		c.Writer.Header().Set(k, v[0])
 	}
 	c.Writer.WriteHeader(resp.StatusCode)
+	c.Writer.Header().Set("Content-Length", fmt.Sprintf("%d", contentLength))
 
 	_, err = io.Copy(c.Writer, resp.Body)
 	if err != nil {
diff --git a/controller/relay.go b/controller/relay.go
index 863267b4..3761085b 100644
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -154,13 +154,27 @@ type OpenAIEmbeddingResponse struct {
 	Usage  `json:"usage"`
 }
 
-type ImageResponse struct {
+type OpenAIImageResponse struct {
 	Created int `json:"created"`
 	Data    []struct {
 		Url string `json:"url"`
+	} `json:"data"`
+}
+
+type AzureDalle2ResultData struct {
+	Data []struct {
+		Url string `json:"url"`
 	}
 }
 
+type AzureDalle2Response struct {
+	Created int                   `json:"created"`
+	Expires int                   `json:"expires"`
+	ID      string                `json:"id"`
+	Result  AzureDalle2ResultData `json:"result"`
+	Status  string                `json:"status"`
+}
+
 type ChatCompletionsStreamResponseChoice struct {
 	Delta struct {
 		Content string `json:"content"`