reftest v0.1.0
glmdev 5 years ago
parent 9d1b159e83
commit 31c6293576

1
.gitignore vendored

@ -1,6 +1,7 @@
### FIREBASE STUFF ###
hackku-*.json
.env
# Created by https://www.gitignore.io/api/git,python,opencv,pycharm,visualstudio,visualstudiocode
# Edit at https://www.gitignore.io/?templates=git,python,opencv,pycharm,visualstudio,visualstudiocode

@ -2,8 +2,10 @@
<project version="4">
<component name="ChangeListManager">
<list default="true" id="f410c5c2-3ffe-4260-93eb-e3d83256d263" name="Default Changelist" comment="">
<change beforePath="$PROJECT_DIR$/.gitignore" beforeDir="false" afterPath="$PROJECT_DIR$/.gitignore" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/image_diff_color.py" beforeDir="false" afterPath="$PROJECT_DIR$/image_tools.py" 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" />
</list>
<option name="SHOW_DIALOG" value="false" />
@ -16,8 +18,8 @@
<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="270">
<caret line="18" column="46" selection-start-line="18" selection-start-column="46" selection-end-line="18" selection-end-column="46" />
<state relative-caret-position="225">
<caret line="24" column="5" selection-start-line="24" selection-start-column="5" selection-end-line="24" selection-end-column="5" />
<folding>
<element signature="e#0#21#0" expanded="true" />
</folding>
@ -25,6 +27,11 @@
</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://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
<provider selected="true" editor-type-id="images" />
@ -33,8 +40,8 @@
<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="165">
<caret line="11" column="14" selection-start-line="11" selection-start-column="14" selection-end-line="11" selection-end-column="14" />
<state relative-caret-position="105">
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<folding>
<element signature="e#0#13#0" expanded="true" />
</folding>
@ -45,8 +52,8 @@
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/.gitignore">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="15">
<caret line="1" column="13" selection-start-line="1" selection-start-column="13" selection-end-line="1" selection-end-column="13" />
<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>
@ -54,8 +61,35 @@
<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="-379">
<caret line="27" column="1" selection-start-line="27" selection-start-column="1" selection-end-line="27" selection-end-column="1" />
<state relative-caret-position="270">
<caret line="18" column="35" lean-forward="true" selection-start-line="18" selection-start-column="35" selection-end-line="18" selection-end-column="35" />
</state>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/example.env">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="30">
<caret line="2" column="13" selection-start-line="2" selection-end-line="2" selection-end-column="13" />
</state>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/.env">
<provider selected="true" editor-type-id="text-editor">
<state>
<caret column="16" selection-start-column="16" selection-end-column="16" />
</state>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/config.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="75">
<caret line="5" lean-forward="true" selection-start-line="5" selection-end-line="5" />
</state>
</provider>
</entry>
@ -75,8 +109,12 @@
<component name="IdeDocumentHistory">
<option name="CHANGED_PATHS">
<list>
<option value="$PROJECT_DIR$/.gitignore" />
<option value="$PROJECT_DIR$/image_diff_color.py" />
<option value="$PROJECT_DIR$/image_tools.py" />
<option value="$PROJECT_DIR$/.gitignore" />
<option value="$PROJECT_DIR$/config.py" />
<option value="$PROJECT_DIR$/example.env" />
<option value="$PROJECT_DIR$/.env" />
<option value="$PROJECT_DIR$/camera.py" />
<option value="$PROJECT_DIR$/index.py" />
</list>
@ -176,49 +214,70 @@
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-empty.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/test.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/capture.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-1-car.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-3-cars.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/.gitignore">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="15">
<caret line="1" column="13" selection-start-line="1" selection-start-column="13" selection-end-line="1" selection-end-column="13" />
<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 file="file://$PROJECT_DIR$/config.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="75">
<caret line="5" lean-forward="true" selection-start-line="5" selection-end-line="5" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/.env">
<provider selected="true" editor-type-id="text-editor">
<state>
<caret column="16" selection-start-column="16" selection-end-column="16" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/image_tools.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="270">
<caret line="18" column="35" lean-forward="true" selection-start-line="18" selection-start-column="35" selection-end-line="18" 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="165">
<caret line="11" column="14" selection-start-line="11" selection-start-column="14" selection-end-line="11" selection-end-column="14" />
<state relative-caret-position="105">
<caret line="7" column="44" selection-start-line="7" selection-start-column="44" selection-end-line="7" selection-end-column="44" />
<folding>
<element signature="e#0#13#0" expanded="true" />
</folding>
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/image_tools.py">
<entry file="file://$PROJECT_DIR$/example.env">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="-379">
<caret line="27" column="1" selection-start-line="27" selection-start-column="1" selection-end-line="27" selection-end-column="1" />
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<caret line="2" column="13" selection-start-line="2" selection-end-line="2" selection-end-column="13" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-1-car.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/lib/test-images/lot-5-cars-B.jpg">
<provider selected="true" editor-type-id="images" />
</entry>
<entry file="file://$PROJECT_DIR$/index.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="270">
<caret line="18" column="46" selection-start-line="18" selection-start-column="46" selection-end-line="18" selection-end-column="46" />
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<folding>
<element signature="e#0#21#0" expanded="true" />
</folding>

@ -2,10 +2,10 @@ import pygame
import pygame.camera
def capture():
def capture(camera_stream = "/dev/video4"):
pygame.camera.init()
pygame.camera.list_cameras()
cam = pygame.camera.Camera('/dev/video4', (640, 480))
cam = pygame.camera.Camera(camera_stream, (640, 480))
cam.start()
img = cam.get_image()
pygame.image.save(img, './capture.jpg')

@ -0,0 +1,5 @@
from dotenv import load_dotenv
def bootstrap(envfile='./.env'):
load_dotenv(dotenv_path=envfile)

@ -0,0 +1,6 @@
POLL_FREQUENCY=15
FIREBASE_CERT_FILE="hackku-ffffffffffff.json"
CAMERA_DEVICE="/dev/video4"
LOT_NAME="Lot1"
REFERENCE_IMAGE="./lib/test-images/lot-empty.jpg"
E_HAT_TRIGGER_LEVEL=4

@ -1,5 +1,3 @@
from PIL import Image
def average_color(x, y, n, image):
r, g, b = 0, 0, 0
count = 0
@ -21,64 +19,3 @@ def differences(rgb_tuple1, rgb_tuple2):
def threshold(diff_tuple, trigger=4):
dr, dg, db = diff_tuple
return (((( dr**4 + dg**4 + db**4 ) / 3)**0.25) > trigger) # Thanks to Thomas Atkins, math whiz
#
# reference_image = Image.open('./lib/test-images/lot-empty.jpg').load()
# compare_image = Image.open('./lib/test-images/lot-1-car.jpg').load()
#
# stall_1 = {
# 'location': (54, 79, 109),
# 'reference': average_color(54, 79, 109, reference_image),
# 'compare': average_color(54, 79, 109, compare_image)
# }
#
# stall_2 = {
# 'location': (186, 81, 116),
# 'reference': average_color(186, 81, 116, reference_image),
# 'compare': average_color(186, 81, 116, compare_image)
# }
#
# stall_3 = {
# 'location': (317, 71, 127),
# 'reference': average_color(317, 71, 127, reference_image),
# 'compare': average_color(317, 71, 127, compare_image)
# }
#
# stall_4 = {
# 'location': (469, 76, 100),
# 'reference': average_color(469, 76, 100, reference_image),
# 'compare': average_color(469, 76, 100, compare_image)
# }
#
# stall_5 = {
# 'location': (27, 237, 119),
# 'reference': average_color(27, 237, 119, reference_image),
# 'compare': average_color(27, 237, 119, compare_image)
# }
#
# stall_6 = {
# 'location': (172, 240, 130),
# 'reference': average_color(172, 240, 130, reference_image),
# 'compare': average_color(172, 240, 130, compare_image)
# }
#
# stall_7 = {
# 'location': (317, 234, 144),
# 'reference': average_color(317, 234, 144, reference_image),
# 'compare': average_color(317, 234, 144, compare_image)
# }
#
# stall_8 = {
# 'location': (481, 233, 112),
# 'reference': average_color(481, 233, 112, reference_image),
# 'compare': average_color(481, 233, 112, compare_image)
# }
#
# print(threshold(differences(stall_1['reference'], stall_1['compare'])))
# print(threshold(differences(stall_2['reference'], stall_2['compare'])))
# print(threshold(differences(stall_3['reference'], stall_3['compare'])))
# print(threshold(differences(stall_4['reference'], stall_4['compare'])))
# print(threshold(differences(stall_5['reference'], stall_5['compare'])))
# print(threshold(differences(stall_6['reference'], stall_6['compare'])))
# print(threshold(differences(stall_7['reference'], stall_7['compare'])))
# print(threshold(differences(stall_8['reference'], stall_8['compare'])))

@ -2,31 +2,44 @@ import firebase_admin
from firebase_admin import credentials
from firebase_admin import firestore
from PIL import Image
import time, os
import camera
import image_tools
import config
config.bootstrap()
# Use a service account
cred = credentials.Certificate('./hackku-272b6e79b2a9.json')
cred = credentials.Certificate(os.getenv('FIREBASE_CERT_FILE'))
firebase_admin.initialize_app(cred)
db = firestore.client()
doc_ref_lot1 = db.collection(u'Lot1')
doc_ref_lot1 = db.collection(os.getenv('LOT_NAME'))
def poll():
# Take the picture
img = Image.open(camera.capture(os.getenv('CAMERA_DEVICE'))).load()
#img = Image.open('./lib/test-images/lot-empty.jpg').load()
reference = Image.open(os.getenv('REFERENCE_IMAGE')).load()
stalls = doc_ref_lot1.get()
# Take the picture
# img = Image.open(camera.capture()).load()
img = Image.open('./lib/test-images/lot-3-cars.jpg').load()
reference = Image.open('./lib/test-images/lot-empty.jpg').load()
for stall in stalls:
stall_obj = stall.to_dict()
color_reference = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], reference)
color_compare = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], img)
stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare), float(os.getenv('E_HAT_TRIGGER_LEVEL')))
stall_obj['open'] = not stall_occupied
print(stall.id)
db.collection(u'Lot1').document(stall.id).set( stall_obj )
stalls = doc_ref_lot1.get()
for stall in stalls:
#print(u'{} => {}'.format(stall.id, stall.to_dict()))
stall_obj = stall.to_dict()
color_reference = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], reference)
color_compare = image_tools.average_color(stall_obj['locationX'], stall_obj['locationY'], stall_obj['sideN'], img)
stall_occupied = image_tools.threshold(image_tools.differences(color_reference, color_compare))
stall_obj['open'] = not stall_occupied
start_time = time.time()
db.collection(u'Lot1').document(stall.id).set( stall_obj )
while True:
poll()
poll_time = float(os.getenv('POLL_FREQUENCY'))
time.sleep(poll_time - ((time.time() - start_time) % poll_time))

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