diff --git a/deploy/paddleocr-go/README.md b/deploy/paddleocr-go/README.md
index b4f547c3cbb1c826c49ef1311b9931f170a74ce2..67538b78fece893e30185a9f737e6abebe1d9e9f 100644
--- a/deploy/paddleocr-go/README.md
+++ b/deploy/paddleocr-go/README.md
@@ -261,7 +261,7 @@ func (ocr *OCRSystem) StartServer(port string)
 
 当前给定的配置文件`config/conf.yaml`中，包含了默认的OCR预测配置参数，可根据个人需要更改相关参数。
 
-比如，将`use_gpu`改为`false`，使用CPU执行预测；将`det_model_dir`, `rec_model_dir`, `cls_model_dir`都更改为自己的本地模型路径，也或者是更改字典`rec_char_dict_path`的路径。配置参数包含了预测引擎、检测模型、检测阈值、方向分类模型、识别模型及阈值的相关参数，具体参数的意义可参见[PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/whl.md#%E5%8F%82%E6%95%B0%E8%AF%B4%E6%98%8E)。
+比如，将`use_gpu`改为`false`，使用CPU执行预测；将`det_model_dir`, `rec_model_dir`, `cls_model_dir`都更改为自己的本地模型路径，也或者是更改字典`rec_char_dict_path`的路径，这四个路径如果配置http链接，会自动下载到本地目录。另外，配置参数包含了预测引擎、检测模型、检测阈值、方向分类模型、识别模型及阈值的相关参数，具体参数的意义可参见[PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR/blob/develop/doc/doc_ch/whl.md#%E5%8F%82%E6%95%B0%E8%AF%B4%E6%98%8E)。
 
 ### 3.2 编译预测demo
 
diff --git a/deploy/paddleocr-go/config/conf.yaml b/deploy/paddleocr-go/config/conf.yaml
index c6b5b7914bfc51cb0e14a614bf696c34083097cf..d2892defcf5989a1abcff1240b5e6da31c7a3ba9 100644
--- a/deploy/paddleocr-go/config/conf.yaml
+++ b/deploy/paddleocr-go/config/conf.yaml
@@ -30,7 +30,7 @@ rec_image_shape: [3, 32, 320]
 rec_char_type: "ch"
 rec_batch_num: 30
 max_text_length: 25
-rec_char_dict_path: "config/ppocr_keys_v1.txt"
+rec_char_dict_path: "https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/develop/ppocr/utils/ppocr_keys_v1.txt"
 use_space_char: true
 
 # params for text classifier
diff --git a/deploy/paddleocr-go/ocr/default_args.go b/deploy/paddleocr-go/ocr/default_args.go
index 6afd69e7fa01cd9227c3679a3d07dc781e8a2638..5ccad4558975b907f71011bd58715c8ed06d0c05 100644
--- a/deploy/paddleocr-go/ocr/default_args.go
+++ b/deploy/paddleocr-go/ocr/default_args.go
@@ -28,7 +28,7 @@ var (
 		"rec_char_type":      "ch",
 		"rec_batch_num":      30,
 		"max_text_length":    25,
-		"rec_char_dict_path": "config/ppocr_keys_v1.txt",
+		"rec_char_dict_path": "https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/develop/ppocr/utils/ppocr_keys_v1.txt",
 		"use_space_char":     true,
 
 		"use_angle_cls":   false,
diff --git a/deploy/paddleocr-go/ocr/ocr_cls.go b/deploy/paddleocr-go/ocr/ocr_cls.go
index c46d6e8e55a6090dfd6839badc1963e8c50d18ea..24c9427bc1a7e19ffb2a50f9099c9d11dfef689b 100644
--- a/deploy/paddleocr-go/ocr/ocr_cls.go
+++ b/deploy/paddleocr-go/ocr/ocr_cls.go
@@ -2,6 +2,7 @@ package ocr
 
 import (
 	"log"
+	"os"
 	"time"
 
 	"github.com/LKKlein/gocv"
@@ -34,7 +35,8 @@ func NewTextClassifier(modelDir string, args map[string]interface{}) *TextClassi
 		shape:       shapes,
 	}
 	if checkModelExists(modelDir) {
-		modelDir, _ = downloadModel("./inference/cls", modelDir)
+		home, _ := os.UserHomeDir()
+		modelDir, _ = downloadModel(home+"/.paddleocr/cls", modelDir)
 	} else {
 		log.Panicf("cls model path: %v not exist! Please check!", modelDir)
 	}
diff --git a/deploy/paddleocr-go/ocr/ocr_det.go b/deploy/paddleocr-go/ocr/ocr_det.go
index 4773d5bed17887c91ac21054b162deae9ce962ce..e6f6656104881054a9f4adc385b4cbca76d5a17e 100644
--- a/deploy/paddleocr-go/ocr/ocr_det.go
+++ b/deploy/paddleocr-go/ocr/ocr_det.go
@@ -2,6 +2,7 @@ package ocr
 
 import (
 	"log"
+	"os"
 	"time"
 
 	"github.com/LKKlein/gocv"
@@ -25,7 +26,8 @@ func NewDBDetector(modelDir string, args map[string]interface{}) *DBDetector {
 		postProcess: NewDBPostProcess(thresh, boxThresh, unClipRatio),
 	}
 	if checkModelExists(modelDir) {
-		modelDir, _ = downloadModel("./inference/det", modelDir)
+		home, _ := os.UserHomeDir()
+		modelDir, _ = downloadModel(home+"/.paddleocr/det", modelDir)
 	} else {
 		log.Panicf("det model path: %v not exist! Please check!", modelDir)
 	}
diff --git a/deploy/paddleocr-go/ocr/ocr_rec.go b/deploy/paddleocr-go/ocr/ocr_rec.go
index 661718c87778030bf6efb9d03c51d45a4fb0e30c..d0d0ffa5521044b126d9ea4349f076a83a89f5d2 100644
--- a/deploy/paddleocr-go/ocr/ocr_rec.go
+++ b/deploy/paddleocr-go/ocr/ocr_rec.go
@@ -2,6 +2,7 @@ package ocr
 
 import (
 	"log"
+	"os"
 	"time"
 
 	"github.com/LKKlein/gocv"
@@ -37,7 +38,8 @@ func NewTextRecognizer(modelDir string, args map[string]interface{}) *TextRecogn
 		labels:      labels,
 	}
 	if checkModelExists(modelDir) {
-		modelDir, _ = downloadModel("./inference/rec/ch", modelDir)
+		home, _ := os.UserHomeDir()
+		modelDir, _ = downloadModel(home+"/.paddleocr/rec/ch", modelDir)
 	} else {
 		log.Panicf("rec model path: %v not exist! Please check!", modelDir)
 	}
diff --git a/deploy/paddleocr-go/ocr/utils.go b/deploy/paddleocr-go/ocr/utils.go
index 0603d2bba54e9eb9cd744121ca2aaa4df144cee1..16c3cec8328f05614ea8e45003531b7cd006af50 100644
--- a/deploy/paddleocr-go/ocr/utils.go
+++ b/deploy/paddleocr-go/ocr/utils.go
@@ -9,7 +9,6 @@ import (
 	"os"
 	"path"
 	"path/filepath"
-	"regexp"
 	"strings"
 
 	"github.com/LKKlein/gocv"
@@ -154,8 +153,10 @@ func isPathExist(path string) bool {
 func downloadModel(modelDir, modelPath string) (string, error) {
 	if modelPath != "" && (strings.HasPrefix(modelPath, "http://") ||
 		strings.HasPrefix(modelPath, "ftp://") || strings.HasPrefix(modelPath, "https://")) {
-		reg := regexp.MustCompile("^(http|https|ftp)://[^/]+/(.+)")
-		suffix := reg.FindStringSubmatch(modelPath)[2]
+		if checkModelExists(modelDir) {
+			return modelDir, nil
+		}
+		_, suffix := path.Split(modelPath)
 		outPath := filepath.Join(modelDir, suffix)
 		outDir := filepath.Dir(outPath)
 		if !isPathExist(outDir) {
@@ -168,16 +169,13 @@ func downloadModel(modelDir, modelPath string) (string, error) {
 				return "", err
 			}
 		}
-		if strings.HasSuffix(outPath, ".tar") {
-			_, f := path.Split(suffix)
-			nextDir := strings.TrimSuffix(f, ".tar")
-			finalPath := modelDir + "/" + nextDir
-			if !checkModelExists(finalPath) {
-				unTar(modelDir, outPath)
-			}
-			return finalPath, nil
+
+		if strings.HasSuffix(outPath, ".tar") && !checkModelExists(modelDir) {
+			unTar(modelDir, outPath)
+			os.Remove(outPath)
+			return modelDir, nil
 		}
-		return outPath, nil
+		return modelDir, nil
 	}
 	return modelPath, nil
 }
@@ -202,15 +200,16 @@ func unTar(dst, src string) (err error) {
 			continue
 		}
 
-		dstFileDir := filepath.Join(dst, hdr.Name)
+		var dstFileDir string
+		if strings.Contains(hdr.Name, "model") {
+			dstFileDir = filepath.Join(dst, "model")
+		} else if strings.Contains(hdr.Name, "params") {
+			dstFileDir = filepath.Join(dst, "params")
+		}
 
 		switch hdr.Typeflag {
 		case tar.TypeDir:
-			if b := isPathExist(dstFileDir); !b {
-				if err := os.MkdirAll(dstFileDir, 0775); err != nil {
-					return err
-				}
-			}
+			continue
 		case tar.TypeReg:
 			file, err := os.OpenFile(dstFileDir, os.O_CREATE|os.O_RDWR, os.FileMode(hdr.Mode))
 			if err != nil {
@@ -227,10 +226,24 @@ func unTar(dst, src string) (err error) {
 	return nil
 }
 
-func readLines2StringSlice(path string) []string {
-	content, err := ioutil.ReadFile(path)
+func readLines2StringSlice(filepath string) []string {
+	if strings.HasPrefix(filepath, "http://") || strings.HasPrefix(filepath, "https://") {
+		home, _ := os.UserHomeDir()
+		dir := home + "/.paddleocr/rec/"
+		_, suffix := path.Split(filepath)
+		f := dir + suffix
+		if !isPathExist(f) {
+			err := downloadFile(f, filepath)
+			if err != nil {
+				log.Println("download ppocr key file error!")
+				return nil
+			}
+		}
+		filepath = f
+	}
+	content, err := ioutil.ReadFile(filepath)
 	if err != nil {
-		log.Println("read file error!")
+		log.Println("read ppocr key file error!")
 		return nil
 	}
 	lines := strings.Split(string(content), "\n")