[Other] Update example codes using download_model api (PaddlePaddle#486)

* update example codes using download_model api

* add resource files to repo

* add resource files to repo

* fix

* reduce unused lib

* fix

examples/vision/detection/paddledetection/python/infer_ppyoloe.py

@@ -1,18 +1,20 @@
-import fastdeploy as fd
 import cv2
 import os
 
+import fastdeploy as fd
+import fastdeploy.utils
+
 
 def parse_arguments():
     import argparse
     import ast
     parser = argparse.ArgumentParser()
     parser.add_argument(
         "--model_dir",
-        required=True,
+        default=None,
         help="Path of PaddleDetection model directory")
     parser.add_argument(
-        "--image", required=True, help="Path of test image file.")
+        "--image", default=None, help="Path of test image file.")
     parser.add_argument(
         "--device",
         type=str,
@@ -39,17 +41,26 @@ def build_option(args):
 
 args = parse_arguments()
 
-model_file = os.path.join(args.model_dir, "model.pdmodel")
-params_file = os.path.join(args.model_dir, "model.pdiparams")
-config_file = os.path.join(args.model_dir, "infer_cfg.yml")
+if args.model_dir is None:
+    model_dir = fd.download_model(name='ppyoloe_crn_l_300e_coco')
+else:
+    model_dir = args.model_dir
+
+model_file = os.path.join(model_dir, "model.pdmodel")
+params_file = os.path.join(model_dir, "model.pdiparams")
+config_file = os.path.join(model_dir, "infer_cfg.yml")
 
 # 配置runtime，加载模型
 runtime_option = build_option(args)
 model = fd.vision.detection.PPYOLOE(
     model_file, params_file, config_file, runtime_option=runtime_option)
 
 # 预测图片检测结果
-im = cv2.imread(args.image)
+if args.image is None:
+    image = fd.utils.get_detection_test_image()
+else:
+    image = args.image
+im = cv2.imread(image)
 result = model.predict(im.copy())
 print(result)
 

examples/vision/detection/yolor/python/infer.py

@@ -1,15 +1,17 @@
-import fastdeploy as fd
 import cv2
 
+import fastdeploy as fd
+import fastdeploy.utils
+
 
 def parse_arguments():
     import argparse
     import ast
     parser = argparse.ArgumentParser()
     parser.add_argument(
-        "--model", required=True, help="Path of yolor onnx model.")
+        "--model", default=None, help="Path of yolor onnx model.")
     parser.add_argument(
-        "--image", required=True, help="Path of test image file.")
+        "--image", default=None, help="Path of test image file.")
     parser.add_argument(
         "--device",
         type=str,
@@ -39,10 +41,20 @@ def build_option(args):
 
 # 配置runtime，加载模型
 runtime_option = build_option(args)
-model = fd.vision.detection.YOLOR(args.model, runtime_option=runtime_option)
+if args.model is None:
+    model = fd.download_model(name='YOLOR-W6')
+else:
+    model = args.model
+
+model = fd.vision.detection.YOLOR(model, runtime_option=runtime_option)
 
 # 预测图片检测结果
-im = cv2.imread(args.image)
+if args.image is None:
+    image = fd.utils.get_detection_test_image()
+else:
+    image = args.image
+
+im = cv2.imread(image)
 result = model.predict(im.copy())
 print(result)
 

python/fastdeploy/download.py

@@ -245,5 +245,6 @@ def download_model(name: str,
                 except FileExistsError:
                     pass
         print('Successfully download model at path: {}'.format(fullpath))
+        return fullpath
     else:
         print('ERROR: Could not find a model named {}'.format(name))

python/fastdeploy/utils/__init__.py

@@ -11,4 +11,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+
 from .profile import profile
+from .example_resource import get_detection_test_image

python/fastdeploy/utils/example_resource.py

@@ -0,0 +1,24 @@
+# Copyright (c) 2022  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import fastdeploy.download as download
+import fastdeploy.utils.hub_env as hubenv
+
+
+def get_detection_test_image(path=None):
+    if path is None:
+        path = hubenv.RESOURCE_HOME
+    fullpath = download.download(
+        url='https://bj.bcebos.com/paddlehub/fastdeploy/example/detection_test_image.jpg',
+        path=path)
+    return fullpath

python/fastdeploy/utils/hub_env.py

@@ -52,3 +52,4 @@ def _get_sub_home(directory):
 HUB_HOME = _get_hub_home()
 MODEL_HOME = _get_sub_home('models')
 CONF_HOME = _get_sub_home('conf')
+RESOURCE_HOME = _get_sub_home('resources')