Compare commits
9 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
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f0b35991e8 | ||
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a0ce12ba0b | ||
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633e728141 | ||
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b39236bcb1 | ||
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f7cf37dbf0 | ||
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fb785dab53 | ||
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8f3b2e1d0a | ||
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ba00272bd3 | ||
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f60af7a9cc |
121
.idea/workspace.xml
generated
@@ -2,15 +2,7 @@
|
|||||||
<project version="4">
|
<project version="4">
|
||||||
<component name="ChangeListManager">
|
<component name="ChangeListManager">
|
||||||
<list default="true" id="f410c5c2-3ffe-4260-93eb-e3d83256d263" name="Default Changelist" comment="">
|
<list default="true" id="f410c5c2-3ffe-4260-93eb-e3d83256d263" name="Default Changelist" comment="">
|
||||||
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
|
<change beforePath="$PROJECT_DIR$/camera.py" beforeDir="false" afterPath="$PROJECT_DIR$/camera.py" afterDir="false" />
|
||||||
<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" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-1-car.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-1-car.jpg" afterDir="false" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-2-cars.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-2-cars.jpg" afterDir="false" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg" afterDir="false" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-4-cars.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-4-cars.jpg" afterDir="false" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-5-cars-A.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-5-cars-A.jpg" afterDir="false" />
|
|
||||||
<change beforePath="$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg" beforeDir="false" afterPath="$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg" afterDir="false" />
|
|
||||||
</list>
|
</list>
|
||||||
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
|
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
|
||||||
<option name="SHOW_DIALOG" value="false" />
|
<option name="SHOW_DIALOG" value="false" />
|
||||||
@@ -20,11 +12,11 @@
|
|||||||
</component>
|
</component>
|
||||||
<component name="FileEditorManager">
|
<component name="FileEditorManager">
|
||||||
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
|
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
|
||||||
<file pinned="false" current-in-tab="true">
|
<file pinned="false" current-in-tab="false">
|
||||||
<entry file="file://$PROJECT_DIR$/index.py">
|
<entry file="file://$PROJECT_DIR$/index.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="161">
|
<state relative-caret-position="450">
|
||||||
<caret line="30" column="54" selection-start-line="30" selection-start-column="54" selection-end-line="30" selection-end-column="54" />
|
<caret line="42" column="46" lean-forward="true" selection-start-line="42" selection-start-column="46" selection-end-line="42" selection-end-column="46" />
|
||||||
<folding>
|
<folding>
|
||||||
<element signature="e#0#21#0" expanded="true" />
|
<element signature="e#0#21#0" expanded="true" />
|
||||||
</folding>
|
</folding>
|
||||||
@@ -32,21 +24,16 @@
|
|||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
</file>
|
</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">
|
<file pinned="false" current-in-tab="false">
|
||||||
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
|
||||||
<provider selected="true" editor-type-id="images" />
|
<provider selected="true" editor-type-id="images" />
|
||||||
</entry>
|
</entry>
|
||||||
</file>
|
</file>
|
||||||
<file pinned="false" current-in-tab="false">
|
<file pinned="false" current-in-tab="true">
|
||||||
<entry file="file://$PROJECT_DIR$/camera.py">
|
<entry file="file://$PROJECT_DIR$/camera.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="105">
|
<state relative-caret-position="150">
|
||||||
<caret line="7" column="44" selection-start-line="7" selection-start-column="44" selection-end-line="7" selection-end-column="44" />
|
<caret line="10" column="9" lean-forward="true" selection-start-line="10" selection-start-column="9" selection-end-line="10" selection-end-column="9" />
|
||||||
<folding>
|
<folding>
|
||||||
<element signature="e#0#13#0" expanded="true" />
|
<element signature="e#0#13#0" expanded="true" />
|
||||||
</folding>
|
</folding>
|
||||||
@@ -64,19 +51,19 @@
|
|||||||
</entry>
|
</entry>
|
||||||
</file>
|
</file>
|
||||||
<file pinned="false" current-in-tab="false">
|
<file pinned="false" current-in-tab="false">
|
||||||
<entry file="file://$PROJECT_DIR$/image_tools.py">
|
<entry file="file://$PROJECT_DIR$/example.env">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="45">
|
<state relative-caret-position="75">
|
||||||
<caret line="3" column="23" lean-forward="true" selection-start-line="3" selection-start-column="23" selection-end-line="3" selection-end-column="23" />
|
<caret line="5" column="45" selection-start-line="5" selection-start-column="45" selection-end-line="5" selection-end-column="45" />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
</file>
|
</file>
|
||||||
<file pinned="false" current-in-tab="false">
|
<file pinned="false" current-in-tab="false">
|
||||||
<entry file="file://$PROJECT_DIR$/example.env">
|
<entry file="file://$PROJECT_DIR$/image_tools.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<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-end-line="2" selection-end-column="13" />
|
<caret line="3" column="23" selection-start-line="3" selection-start-column="23" selection-end-line="3" selection-end-column="23" />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
@@ -85,7 +72,7 @@
|
|||||||
<entry file="file://$PROJECT_DIR$/.env">
|
<entry file="file://$PROJECT_DIR$/.env">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="45">
|
<state relative-caret-position="45">
|
||||||
<caret line="3" column="15" selection-start-line="3" selection-start-column="15" selection-end-line="3" selection-end-column="15" />
|
<caret line="3" column="18" selection-start-line="3" selection-start-column="18" selection-end-line="3" selection-end-column="18" />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
@@ -117,11 +104,11 @@
|
|||||||
<option value="$PROJECT_DIR$/image_diff_color.py" />
|
<option value="$PROJECT_DIR$/image_diff_color.py" />
|
||||||
<option value="$PROJECT_DIR$/.gitignore" />
|
<option value="$PROJECT_DIR$/.gitignore" />
|
||||||
<option value="$PROJECT_DIR$/config.py" />
|
<option value="$PROJECT_DIR$/config.py" />
|
||||||
<option value="$PROJECT_DIR$/example.env" />
|
|
||||||
<option value="$PROJECT_DIR$/camera.py" />
|
|
||||||
<option value="$PROJECT_DIR$/.env" />
|
|
||||||
<option value="$PROJECT_DIR$/image_tools.py" />
|
<option value="$PROJECT_DIR$/image_tools.py" />
|
||||||
|
<option value="$PROJECT_DIR$/example.env" />
|
||||||
<option value="$PROJECT_DIR$/index.py" />
|
<option value="$PROJECT_DIR$/index.py" />
|
||||||
|
<option value="$PROJECT_DIR$/.env" />
|
||||||
|
<option value="$PROJECT_DIR$/camera.py" />
|
||||||
</list>
|
</list>
|
||||||
</option>
|
</option>
|
||||||
</component>
|
</component>
|
||||||
@@ -146,13 +133,7 @@
|
|||||||
<path>
|
<path>
|
||||||
<item name="python-backend" type="b2602c69:ProjectViewProjectNode" />
|
<item name="python-backend" type="b2602c69:ProjectViewProjectNode" />
|
||||||
<item name="python-backend" type="462c0819:PsiDirectoryNode" />
|
<item name="python-backend" type="462c0819:PsiDirectoryNode" />
|
||||||
<item name="lib" type="462c0819:PsiDirectoryNode" />
|
<item name="test-images-vert" type="462c0819:PsiDirectoryNode" />
|
||||||
</path>
|
|
||||||
<path>
|
|
||||||
<item name="python-backend" type="b2602c69:ProjectViewProjectNode" />
|
|
||||||
<item name="python-backend" type="462c0819:PsiDirectoryNode" />
|
|
||||||
<item name="lib" type="462c0819:PsiDirectoryNode" />
|
|
||||||
<item name="test-images" type="462c0819:PsiDirectoryNode" />
|
|
||||||
</path>
|
</path>
|
||||||
</expand>
|
</expand>
|
||||||
<select />
|
<select />
|
||||||
@@ -165,6 +146,11 @@
|
|||||||
<property name="last_opened_file_path" value="$PROJECT_DIR$" />
|
<property name="last_opened_file_path" value="$PROJECT_DIR$" />
|
||||||
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
|
<property name="settings.editor.selected.configurable" value="com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable" />
|
||||||
</component>
|
</component>
|
||||||
|
<component name="RecentsManager">
|
||||||
|
<key name="CopyFile.RECENT_KEYS">
|
||||||
|
<recent name="$PROJECT_DIR$" />
|
||||||
|
</key>
|
||||||
|
</component>
|
||||||
<component name="RunDashboard">
|
<component name="RunDashboard">
|
||||||
<option name="ruleStates">
|
<option name="ruleStates">
|
||||||
<list>
|
<list>
|
||||||
@@ -226,22 +212,20 @@
|
|||||||
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-1-car.jpg">
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-1-car.jpg">
|
||||||
<provider selected="true" editor-type-id="images" />
|
<provider selected="true" editor-type-id="images" />
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-2-cars.jpg">
|
||||||
<provider selected="true" editor-type-id="images" />
|
<provider selected="true" editor-type-id="images" />
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/.gitignore">
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="images" />
|
||||||
<state relative-caret-position="45">
|
|
||||||
<caret line="3" column="4" selection-start-line="3" selection-start-column="4" selection-end-line="3" selection-end-column="4" />
|
|
||||||
</state>
|
|
||||||
</provider>
|
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/example.env">
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-4-cars.jpg">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="images" />
|
||||||
<state relative-caret-position="30">
|
</entry>
|
||||||
<caret line="2" column="13" selection-start-line="2" selection-end-line="2" selection-end-column="13" />
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-A.jpg">
|
||||||
</state>
|
<provider selected="true" editor-type-id="images" />
|
||||||
</provider>
|
</entry>
|
||||||
|
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
|
||||||
|
<provider selected="true" editor-type-id="images" />
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/config.py">
|
<entry file="file://$PROJECT_DIR$/config.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
@@ -253,15 +237,26 @@
|
|||||||
<entry file="file://$PROJECT_DIR$/ref-img.jpg">
|
<entry file="file://$PROJECT_DIR$/ref-img.jpg">
|
||||||
<provider selected="true" editor-type-id="images" />
|
<provider selected="true" editor-type-id="images" />
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg">
|
<entry file="file://$PROJECT_DIR$/.gitignore">
|
||||||
<provider selected="true" editor-type-id="images" />
|
|
||||||
</entry>
|
|
||||||
<entry file="file://$PROJECT_DIR$/camera.py">
|
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="105">
|
<state relative-caret-position="45">
|
||||||
<caret line="7" column="44" selection-start-line="7" selection-start-column="44" selection-end-line="7" selection-end-column="44" />
|
<caret line="3" column="4" selection-start-line="3" selection-start-column="4" selection-end-line="3" selection-end-column="4" />
|
||||||
|
</state>
|
||||||
|
</provider>
|
||||||
|
</entry>
|
||||||
|
<entry file="file://$PROJECT_DIR$/example.env">
|
||||||
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
|
<state relative-caret-position="75">
|
||||||
|
<caret line="5" column="45" selection-start-line="5" selection-start-column="45" selection-end-line="5" selection-end-column="45" />
|
||||||
|
</state>
|
||||||
|
</provider>
|
||||||
|
</entry>
|
||||||
|
<entry file="file://$PROJECT_DIR$/index.py">
|
||||||
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
|
<state relative-caret-position="450">
|
||||||
|
<caret line="42" column="46" lean-forward="true" selection-start-line="42" selection-start-column="46" selection-end-line="42" selection-end-column="46" />
|
||||||
<folding>
|
<folding>
|
||||||
<element signature="e#0#13#0" expanded="true" />
|
<element signature="e#0#21#0" expanded="true" />
|
||||||
</folding>
|
</folding>
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
@@ -269,23 +264,23 @@
|
|||||||
<entry file="file://$PROJECT_DIR$/.env">
|
<entry file="file://$PROJECT_DIR$/.env">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="45">
|
<state relative-caret-position="45">
|
||||||
<caret line="3" column="15" selection-start-line="3" selection-start-column="15" selection-end-line="3" selection-end-column="15" />
|
<caret line="3" column="18" selection-start-line="3" selection-start-column="18" selection-end-line="3" selection-end-column="18" />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/image_tools.py">
|
<entry file="file://$PROJECT_DIR$/image_tools.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="45">
|
<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" />
|
<caret line="3" column="23" selection-start-line="3" selection-start-column="23" selection-end-line="3" selection-end-column="23" />
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
</entry>
|
</entry>
|
||||||
<entry file="file://$PROJECT_DIR$/index.py">
|
<entry file="file://$PROJECT_DIR$/camera.py">
|
||||||
<provider selected="true" editor-type-id="text-editor">
|
<provider selected="true" editor-type-id="text-editor">
|
||||||
<state relative-caret-position="161">
|
<state relative-caret-position="150">
|
||||||
<caret line="30" column="54" selection-start-line="30" selection-start-column="54" selection-end-line="30" selection-end-column="54" />
|
<caret line="10" column="9" lean-forward="true" selection-start-line="10" selection-start-column="9" selection-end-line="10" selection-end-column="9" />
|
||||||
<folding>
|
<folding>
|
||||||
<element signature="e#0#21#0" expanded="true" />
|
<element signature="e#0#13#0" expanded="true" />
|
||||||
</folding>
|
</folding>
|
||||||
</state>
|
</state>
|
||||||
</provider>
|
</provider>
|
||||||
|
|||||||
BIN
ai_image.jpg
Normal file
|
After Width: | Height: | Size: 44 KiB |
BIN
ai_image.out.jpg
Normal file
|
After Width: | Height: | Size: 77 KiB |
23
camera.py
@@ -1,14 +1,23 @@
|
|||||||
import pygame
|
import pygame
|
||||||
import pygame.camera
|
import pygame.camera
|
||||||
|
import time
|
||||||
|
|
||||||
|
import cv2
|
||||||
|
|
||||||
def capture(camera_stream = "/dev/video4"):
|
def capture(camera_stream = 0, camera_res = (1920, 1080)):
|
||||||
pygame.camera.init()
|
cam = cv2.VideoCapture(camera_stream)
|
||||||
pygame.camera.list_cameras()
|
s, img = cam.read()
|
||||||
cam = pygame.camera.Camera(camera_stream, (640, 480))
|
|
||||||
cam.start()
|
if s:
|
||||||
img = cam.get_image()
|
cv2.imwrite('./capture.jpg', img)
|
||||||
pygame.image.save(img, './capture.jpg')
|
# pygame.camera.init()
|
||||||
|
# pygame.camera.list_cameras()
|
||||||
|
# cam = pygame.camera.Camera(camera_stream, camera_res)
|
||||||
|
# cam.start()
|
||||||
|
# time.sleep(5)
|
||||||
|
# img = cam.get_image()
|
||||||
|
# pygame.image.save(img, './capture.jpg')
|
||||||
|
# cam.stop()
|
||||||
return './capture.jpg'
|
return './capture.jpg'
|
||||||
|
|
||||||
|
|
||||||
|
|||||||
BIN
capture.jpg
|
Before Width: | Height: | Size: 27 KiB After Width: | Height: | Size: 29 KiB |
10
example.env
@@ -1,6 +1,6 @@
|
|||||||
POLL_FREQUENCY=15
|
POLL_FREQUENCY=15
|
||||||
FIREBASE_CERT_FILE="hackku-ffffffffffff.json"
|
FIREBASE_CERT_FILE="hackku-272b6e79b2a9.json"
|
||||||
CAMERA_DEVICE="/dev/video4"
|
CAMERA_DEVICE="/dev/video0"
|
||||||
LOT_NAME="Lot1"
|
LOT_NAME="Lot26"
|
||||||
REFERENCE_IMAGE="./lib/test-images/lot-empty.jpg"
|
E_HAT_TRIGGER_LEVEL=4
|
||||||
E_HAT_TRIGGER_LEVEL=4
|
BACKEND_URL="https://waitnomore.glmdev.tech/"
|
||||||
13
index.py
@@ -18,17 +18,20 @@ firebase_admin.initialize_app(cred)
|
|||||||
|
|
||||||
db = firestore.client()
|
db = firestore.client()
|
||||||
|
|
||||||
|
doc_conf = db.collection('configurations').document(os.getenv('CONFIG_CODE')).get().to_dict()
|
||||||
|
print(doc_conf)
|
||||||
|
|
||||||
def poll():
|
def poll():
|
||||||
doc_ref_lot = db.collection('lots').document(os.getenv('LOT_NAME'))
|
doc_ref_lot = db.collection('lots').document(doc_conf['lot_id'])
|
||||||
|
|
||||||
# Get the reference image
|
# Get the reference image
|
||||||
lot_info = doc_ref_lot.collection('info').document('lotInfo').get().to_dict()
|
lot_info = doc_ref_lot.collection('info').document('lotInfo').get().to_dict()
|
||||||
urllib.request.urlretrieve('http://localhost:8000/img/references/'+lot_info['refImage'], './ref-img.jpg')
|
urllib.request.urlretrieve(os.getenv('BACKEND_URL')+'img/references/'+lot_info['refImage'], './ref-img.jpg')
|
||||||
reference = Image.open('./ref-img.jpg').load()
|
reference = Image.open('./ref-img.jpg').load()
|
||||||
|
|
||||||
# Take the picture
|
# Take the picture
|
||||||
#img = Image.open(camera.capture(os.getenv('CAMERA_DEVICE'))).load()
|
img = Image.open(camera.capture(doc_conf['stream'])).load()
|
||||||
img = Image.open('./lib/test-images-vert/lot-1-car.jpg').load()
|
#img = Image.open('./lib/test-images-vert/lot-3-cars.jpg').load()
|
||||||
|
|
||||||
doc_ref_stalls = doc_ref_lot.collection('stalls').get()
|
doc_ref_stalls = doc_ref_lot.collection('stalls').get()
|
||||||
|
|
||||||
@@ -36,7 +39,7 @@ def poll():
|
|||||||
stall_obj = stall.to_dict()
|
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(stall_obj['locationX'], stall_obj['locationY'], stall_obj['width'], stall_obj['height'], reference)
|
||||||
color_compare = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['width'], stall_obj['height'], 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(os.getenv('E_HAT_TRIGGER_LEVEL')))
|
stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare), float(doc_conf['e_hat']))
|
||||||
stall_obj['open'] = not stall_occupied
|
stall_obj['open'] = not stall_occupied
|
||||||
print("Updated: "+stall.id)
|
print("Updated: "+stall.id)
|
||||||
|
|
||||||
|
|||||||
BIN
ref-img.jpg
|
Before Width: | Height: | Size: 38 KiB After Width: | Height: | Size: 35 KiB |
14
tensor.py
Normal file
@@ -0,0 +1,14 @@
|
|||||||
|
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"] )
|
||||||
BIN
test-images-vert/lot-1-car.jpg
Normal file
|
After Width: | Height: | Size: 40 KiB |
BIN
test-images-vert/lot-2-cars.jpg
Normal file
|
After Width: | Height: | Size: 43 KiB |
BIN
test-images-vert/lot-3-cars.jpg
Normal file
|
After Width: | Height: | Size: 45 KiB |
BIN
test-images-vert/lot-4-cars.jpg
Normal file
|
After Width: | Height: | Size: 50 KiB |
BIN
test-images-vert/lot-5-cars-A.jpg
Normal file
|
After Width: | Height: | Size: 53 KiB |
BIN
test-images-vert/lot-5-cars-B.jpg
Normal file
|
After Width: | Height: | Size: 51 KiB |
BIN
test-images-vert/lot-empty.jpg
Normal file
|
After Width: | Height: | Size: 38 KiB |