ref test

.idea/workspace.xml

@@ -2,7 +2,6 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="f410c5c2-3ffe-4260-93eb-e3d83256d263" name="Default Changelist" comment="">
-      <change beforePath="$PROJECT_DIR$/image_tools.py" beforeDir="false" afterPath="$PROJECT_DIR$/image_tools.py" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/index.py" beforeDir="false" afterPath="$PROJECT_DIR$/index.py" afterDir="false" />
     </list>
     <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
@@ -16,8 +15,8 @@
       <file pinned="false" current-in-tab="true">
         <entry file="file://$PROJECT_DIR$/index.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="326">
+            <state relative-caret-position="360">
-              <caret line="24" column="68" lean-forward="true" selection-start-line="24" selection-start-column="68" selection-end-line="24" selection-end-column="68" />
+              <caret line="36" column="72" selection-start-line="36" selection-start-column="72" selection-end-line="36" selection-end-column="72" />
               <folding>
                 <element signature="e#0#21#0" expanded="true" />
               </folding>
@@ -25,6 +24,11 @@
           </provider>
         </entry>
       </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-A.jpg">
+          <provider selected="true" editor-type-id="images" />
+        </entry>
+      </file>
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
           <provider selected="true" editor-type-id="images" />
@@ -33,8 +37,8 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/camera.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="75">
+            <state relative-caret-position="165">
-              <caret line="5" column="65" selection-start-line="5" selection-start-column="65" selection-end-line="5" selection-end-column="65" />
+              <caret line="11" column="14" selection-start-line="11" selection-start-column="14" selection-end-line="11" selection-end-column="14" />
               <folding>
                 <element signature="e#0#13#0" expanded="true" />
               </folding>
@@ -42,11 +46,6 @@
           </provider>
         </entry>
       </file>
-      <file pinned="false" current-in-tab="false">
-        <entry file="file://$PROJECT_DIR$/capture.jpg">
-          <provider selected="true" editor-type-id="images" />
-        </entry>
-      </file>
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/.gitignore">
           <provider selected="true" editor-type-id="text-editor">
@@ -65,11 +64,16 @@
           </provider>
         </entry>
       </file>
+      <file pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg">
+          <provider selected="true" editor-type-id="images" />
+        </entry>
+      </file>
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/image_tools.py">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="30">
+            <state relative-caret-position="45">
-              <caret line="2" column="13" selection-start-line="2" selection-start-column="13" selection-end-line="2" selection-end-column="13" />
+              <caret line="3" column="23" lean-forward="true" selection-start-line="3" selection-start-column="23" selection-end-line="3" selection-end-column="23" />
             </state>
           </provider>
         </entry>
@@ -77,8 +81,8 @@
       <file pinned="false" current-in-tab="false">
         <entry file="file://$PROJECT_DIR$/.env">
           <provider selected="true" editor-type-id="text-editor">
-            <state relative-caret-position="45">
+            <state relative-caret-position="75">
-              <caret line="3" column="18" selection-start-line="3" selection-start-column="18" selection-end-line="3" selection-end-column="18" />
+              <caret line="5" column="35" selection-start-line="5" selection-start-column="35" selection-end-line="5" selection-end-column="35" />
             </state>
           </provider>
         </entry>
@@ -110,11 +114,11 @@
         <option value="$PROJECT_DIR$/image_diff_color.py" />
         <option value="$PROJECT_DIR$/.gitignore" />
         <option value="$PROJECT_DIR$/config.py" />
+        <option value="$PROJECT_DIR$/image_tools.py" />
         <option value="$PROJECT_DIR$/example.env" />
         <option value="$PROJECT_DIR$/.env" />
         <option value="$PROJECT_DIR$/camera.py" />
         <option value="$PROJECT_DIR$/index.py" />
-        <option value="$PROJECT_DIR$/image_tools.py" />
       </list>
     </option>
   </component>
@@ -136,11 +140,6 @@
               <item name="python-backend" type="b2602c69:ProjectViewProjectNode" />
               <item name="python-backend" type="462c0819:PsiDirectoryNode" />
             </path>
-            <path>
-              <item name="python-backend" type="b2602c69:ProjectViewProjectNode" />
-              <item name="python-backend" type="462c0819:PsiDirectoryNode" />
-              <item name="test-images-vert" type="462c0819:PsiDirectoryNode" />
-            </path>
           </expand>
           <select />
         </subPane>
@@ -233,6 +232,13 @@
     <entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
       <provider selected="true" editor-type-id="images" />
     </entry>
+    <entry file="file://$PROJECT_DIR$/image_tools.py">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="45">
+          <caret line="3" column="23" lean-forward="true" selection-start-line="3" selection-start-column="23" selection-end-line="3" selection-end-column="23" />
+        </state>
+      </provider>
+    </entry>
     <entry file="file://$PROJECT_DIR$/config.py">
       <provider selected="true" editor-type-id="text-editor">
         <state relative-caret-position="75">
@@ -259,32 +265,25 @@
     </entry>
     <entry file="file://$PROJECT_DIR$/.env">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="45">
+        <state relative-caret-position="75">
-          <caret line="3" column="18" selection-start-line="3" selection-start-column="18" selection-end-line="3" selection-end-column="18" />
+          <caret line="5" column="35" selection-start-line="5" selection-start-column="35" selection-end-line="5" selection-end-column="35" />
         </state>
       </provider>
     </entry>
     <entry file="file://$PROJECT_DIR$/camera.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="75">
+        <state relative-caret-position="165">
-          <caret line="5" column="65" selection-start-line="5" selection-start-column="65" selection-end-line="5" selection-end-column="65" />
+          <caret line="11" column="14" selection-start-line="11" selection-start-column="14" selection-end-line="11" selection-end-column="14" />
           <folding>
             <element signature="e#0#13#0" expanded="true" />
           </folding>
         </state>
       </provider>
     </entry>
-    <entry file="file://$PROJECT_DIR$/image_tools.py">
-      <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="30">
-          <caret line="2" column="13" selection-start-line="2" selection-start-column="13" selection-end-line="2" selection-end-column="13" />
-        </state>
-      </provider>
-    </entry>
     <entry file="file://$PROJECT_DIR$/index.py">
       <provider selected="true" editor-type-id="text-editor">
-        <state relative-caret-position="326">
+        <state relative-caret-position="360">
-          <caret line="24" column="68" lean-forward="true" selection-start-line="24" selection-start-column="68" selection-end-line="24" selection-end-column="68" />
+          <caret line="36" column="72" selection-start-line="36" selection-start-column="72" selection-end-line="36" selection-end-column="72" />
           <folding>
             <element signature="e#0#21#0" expanded="true" />
           </folding>

camera.py

@@ -1,14 +1,12 @@
 import pygame
 import pygame.camera
-import time
 
 
-def capture(camera_stream = "/dev/video0", camera_res = (640, 480)):
+def capture(camera_stream = "/dev/video4"):
     pygame.camera.init()
     pygame.camera.list_cameras()
-    cam = pygame.camera.Camera(camera_stream, camera_res)
+    cam = pygame.camera.Camera(camera_stream, (640, 480))
     cam.start()
-    time.sleep(5)
     img = cam.get_image()
     pygame.image.save(img, './capture.jpg')
     cam.stop()

image_tools.py

@@ -1,6 +1,7 @@
 def average_color(x, y, w, h, image):
     r, g, b = 0, 0, 0
     count = 0
+    print([x, y, w, h])
     for s in range(x, x + w + 1):
         for t in range(y, y + h + 1):
             pixlr, pixlg, pixlb = image[s, t]

index.py

@@ -18,11 +18,8 @@ firebase_admin.initialize_app(cred)
 
 db = firestore.client()
 
-doc_conf = db.collection('configurations').document(os.getenv('CONFIG_CODE')).get().to_dict()
-print(doc_conf)
-
 def poll():
-    doc_ref_lot = db.collection('lots').document(doc_conf['lot_id'])
+    doc_ref_lot = db.collection('lots').document(os.getenv('LOT_NAME'))
 
     # Get the reference image
     lot_info = doc_ref_lot.collection('info').document('lotInfo').get().to_dict()
@@ -30,17 +27,16 @@ def poll():
     reference = Image.open('./ref-img.jpg').load()
 
     # Take the picture
-    img = Image.open(camera.capture(doc_conf['stream'])).load()
+    img = Image.open(camera.capture(os.getenv('CAMERA_DEVICE'))).load()
     #img = Image.open('./lib/test-images-vert/lot-3-cars.jpg').load()
 
     doc_ref_stalls = doc_ref_lot.collection('stalls').get()
 
     for stall in doc_ref_stalls:
         stall_obj = stall.to_dict()
-        color_reference = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['width'], stall_obj['height'], reference)
+        color_reference = image_tools.average_color(75, 400, 50, 50, img)
         color_compare = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['width'], stall_obj['height'], img)
-        stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare), float(doc_conf['e_hat']))
+        stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare), float(os.getenv('E_HAT_TRIGGER_LEVEL')))
-        print(doc_conf['e_hat'])
         stall_obj['open'] = not stall_occupied
         print("Updated: "+stall.id)
 
@@ -52,6 +48,4 @@ start_time = time.time()
 while True:
     poll()
     poll_time = float(os.getenv('POLL_FREQUENCY'))
-    doc_conf = db.collection('configurations').document(os.getenv('CONFIG_CODE')).get().to_dict()
-    print(doc_conf)
     time.sleep(poll_time - ((time.time() - start_time) % poll_time))

tensor.py

@@ -1,14 +0,0 @@
-from imageai.Detection import ObjectDetection
-import os
-
-execution_path = os.getcwd()
-
-detector = ObjectDetection()
-detector.setModelTypeAsRetinaNet()
-detector.setModelPath(os.path.join(execution_path, "resnet50_coco_best_v2.0.1.h5"))
-detector.loadModel()
-
-detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path, "ai_image.jpg"), output_image_path=os.path.join(execution_path , "ai_image.out.jpg"))
-
-for eachObject in detections:
-    print(eachObject["name"] , " : " , eachObject["percentage_probability"] )