面缺陷接口, 模拟接口

Test/model_test01.py

@@ -101,25 +101,25 @@ if __name__ == '__main__':
             "input_channels": 3,
         },
     }
-    # predict_single_image(config['pokemon_inner_box'],
-    #                      img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\img.png",
-    #                      output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\inner")
+    predict_single_image(config['pokemon_inner_box'],
+                         img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001.jpg",
+                         output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\inner")
 
-    # predict_single_image(config['pokemon_outer_box'],
-    #                      img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\img.png",
-    #                      output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\outer")
+    predict_single_image(config['pokemon_outer_box'],
+                         img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001.jpg",
+                         output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\outer")
 
     # predict_single_image(config['pokemon_back_corner_defect'],
     #                      img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\img_2.png",
     #                      output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\back_corner")
 
-    # predict_single_image(config['pokemon_front_face_no_reflect_defect'],
-    #                      img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001_grid_r4_c3.jpg",
-    #                      output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\face_no_reflect")
+    predict_single_image(config['pokemon_front_face_no_reflect_defect'],
+                         img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001.jpg",
+                         output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\face_no_reflect")
 
-    result = predict_single_image(config['pokemon_front_corner_no_reflect_defect'],
-                                  img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\00006_250805_pokemon_0001_bottom_grid_r0_c5.jpg",
-                                  output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\corner_no_reflect")
+    # result = predict_single_image(config['pokemon_front_corner_no_reflect_defect'],
+    #                               img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\00006_250805_pokemon_0001_bottom_grid_r0_c5.jpg",
+    #                               output_dir=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\corner_no_reflect")
 
     # result = predict_single_image(config['pokemon_front_face_no_reflect_defect'],
     #                      img_path=r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001_grid_r3_c4.jpg",

Test/切割合并.py

@@ -94,7 +94,8 @@ def _test_corner_big_img():
     # )
 
     json_data = aggregator.process_image(
-        image_path=large_image_path,
+        image=large_image_path,
+        output_json_path="output/final_face_defects.json",
         mode='edge'
     )
     print(json_data)
@@ -133,6 +134,6 @@ def _test_split_img(split_mode):
         print(f"分割出的最后一个文件是: {saved_tile_paths[-1]}")
 
 if __name__ == "__main__":
-    _test_face_big_img()
-    # _test_corner_big_img()
+    # _test_face_big_img()
+    _test_corner_big_img()
     # _test_split_img(split_mode='edge')

Test/面积计算.py

@@ -1,17 +1,26 @@
-from app.utils.arean_anylize_draw import DefectProcessor, to_json_serializable
+import cv2
+
+from app.utils.arean_anylize_draw import DefectProcessor, to_json_serializable, DrawingParams
 import json
 
 if __name__ == '__main__':
-    json_path = r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\corner_no_reflect\00006_250805_pokemon_0001_bottom_grid_r0_c5.json"
+    json_path = r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\Test\output\final_face_defects.json"
+    img = r"C:\Code\ML\Project\CheckCardBoxAndDefectServer\temp\250805_pokemon_0001.jpg"
 
     with open(json_path, 'r', encoding='utf-8') as f:
         labelme_data = json.load(f)
 
+    img_bgr = cv2.imread(img)
     processor = DefectProcessor(pixel_resolution=24.54)
-    result = processor.analyze_from_json(labelme_data)
+    # result = processor.analyze_from_json(labelme_data)
+
+    drawing_params_with_rect = DrawingParams(draw_min_rect=True)
+    drawn_image_rect, result_rect = processor.analyze_and_draw(img_bgr, labelme_data,
+                                                               drawing_params_with_rect)
 
-    print(result)
-    print(type(result))
+    cv2.imwrite("drawn_image_rect.jpg", drawn_image_rect)
+    # print(result)
+    # print(type(result))
     # with open('result.json', 'w', encoding='utf-8') as f:
     #     f.write(result_json)
 

_temp_work/mock_result.json

@@ -0,0 +1,16069 @@
+{
+  "img_id": 2,
+  "img_url": "https://archives.bulbagarden.net/media/upload/5/50/WhimsicottUnifiedMinds144.jpg",
+  "inference_result": {
+    "center_inference": {
+      "center_left": -0.1,
+      "center_bottom": 0.2,
+      "inner_box": {
+        "num": 1,
+        "cls": [
+          1
+        ],
+        "names": [
+          "inner_box"
+        ],
+        "conf": 0.9992023077374594,
+        "shapes": [
+          {
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+            "label": "inner_box",
+            "probability": 0.9992023077374594,
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+              1524
+            ],
+            [
+              315,
+              1528
+            ],
+            [
+              316,
+              1529
+            ],
+            [
+              316,
+              1536
+            ],
+            [
+              317,
+              1536
+            ],
+            [
+              319,
+              1538
+            ],
+            [
+              320,
+              1538
+            ],
+            [
+              321,
+              1539
+            ],
+            [
+              323,
+              1539
+            ],
+            [
+              324,
+              1538
+            ],
+            [
+              324,
+              1537
+            ],
+            [
+              325,
+              1536
+            ],
+            [
+              325,
+              1535
+            ],
+            [
+              324,
+              1534
+            ],
+            [
+              324,
+              1531
+            ],
+            [
+              323,
+              1530
+            ],
+            [
+              323,
+              1528
+            ],
+            [
+              322,
+              1528
+            ],
+            [
+              321,
+              1527
+            ],
+            [
+              320,
+              1527
+            ],
+            [
+              318,
+              1525
+            ],
+            [
+              318,
+              1524
+            ],
+            [
+              316,
+              1522
+            ]
+          ],
+          "min_rect": [
+            [
+              319.7461853027344,
+              1529.46923828125
+            ],
+            [
+              19.721521377563477,
+              9.054535865783691
+            ],
+            82.87498474121094
+          ]
+        }
+      ],
+      "statistics": {
+        "total_defect_count": 84,
+        "total_pixel_area": 12117.0,
+        "total_defect_area_mm2": 7.296997957199994,
+        "area_by_label_mm2": {
+          "scratch": 7.160295923999994,
+          "pit": 0.1367020332
+        },
+        "count_by_label": {
+          "scratch": 81,
+          "pit": 3
+        }
+      }
+    }
+  }
+}

app/api/card_inference.py

@@ -74,7 +74,7 @@ async def card_model_inference(
 @router.post("/mock_query")
 async def mock_query(img_id: int):
     # json_data = {"img_id": img_id}
-    with open("temp/test_return.json", "r") as f:
+    with open("_temp_work/mock_result.json", "r") as f:
         json_data = json.load(f)
 
     return json_data

app/services/defect_service.py

@@ -49,10 +49,10 @@ class DefectInferenceService:
                 image=img_bgr,
                 mode='face'
             )
-            # merge_json_path = settings.TEMP_WORK_DIR / 'merge.json'
-            # with open(merge_json_path, 'w', encoding='utf-8') as f:
-            #     json.dump(json_data, f, ensure_ascii=False, indent=4)
-            # logger.info(f"合并结束")
+            merge_json_path = settings.TEMP_WORK_DIR / 'merge.json'
+            with open(merge_json_path, 'w', encoding='utf-8') as f:
+                json.dump(json_data, f, ensure_ascii=False, indent=4)
+            logger.info(f"合并结束")
 
             processor = DefectProcessor(pixel_resolution=settings.pixel_resolution)
             if is_draw_image:
@@ -66,7 +66,7 @@ class DefectInferenceService:
             else:
                 result = processor.analyze_from_json(json_data)
 
-                area_json_path = settings.TEMP_WORK_DIR / 'area.json'
+                area_json_path = settings.TEMP_WORK_DIR / 'temp_area_result.json'
                 with open(area_json_path, 'w', encoding='utf-8') as f:
                     json.dump(result, f, ensure_ascii=False, indent=4)
                 logger.info("面积计算结束")

app/utils/arean_anylize_draw.py

@@ -144,9 +144,9 @@ class DefectVisualizer:
             box = np.intp(cv2.boxPoints(defect.min_rect))
             cv2.drawContours(image, [box], 0, self.params.rect_color, self.params.rect_thickness)
         info_text = [
-            # f"L: {defect.label}",
+            f"L: {defect.label}",
             f"A: {defect.actual_area:.3f} mm2",
-            # f"W: {defect.width:.3f} mm", f"H: {defect.height:.3f} mm"
+            f"W: {defect.width:.3f} mm", f"H: {defect.height:.3f} mm"
         ]
         M = cv2.moments(contour)
         cx = int(M["m10"] / M["m00"]) if M["m00"] != 0 else contour[0][0][0]

run.py

@@ -3,3 +3,4 @@ import uvicorn
 if __name__ == "__main__":
     print("http://127.0.0.1:7744/docs")
     uvicorn.run("app.main:app", host="0.0.0.0", port=7744, reload=True)
+