What is the role of O2 in aerobic respiration- serves as the most elec.pdf
•
0 likes•2 views
What is the role of O 2 in aerobic respiration? serves as the most electronegative member of the ETC, acting as the final electron acceptor, picking up electrons and H + and forming water is required directly by ATP synthase to build up ATP is directly required for the formation of oxaloacetate during the citric acid cycle allows for glycolysis to occur helping produce pyruvate.
Report
Share
Report
Share
Download to read offline
Recommended
What is the mechanistic basis for proteins interacting with other mole.pdf
What is the mechanistic basis for proteins interacting with other molecules?
Group of answer choices
Peptide bonds between each amino acid are hydrolyzed to allow interactions with other
molecules
Polypeptides unfold into an energetically disfavorable conformation to facilitate the interaction.
Amino acid R-groups (side chains) interact with other molecules through hydrogen bonds, ionic
bonds, and hydrophobic interactions.
Other molecules are incorporated into protein secondary structure to facilitate interactions.
What is the main challenge-s of NLP- Handling Tokenization Handling PO.pdf
What is the main challenge/s of NLP? Handling Tokenization Handling POS-Tagging Handling
Ambiguity of Sentences All of the mentioned What 's the function of Parts-of-Speech tagging?
part-of-speech for each word dynamically as per meaning of the sentence part-of-speech for each
word dynamically as per sentence structure all part-of-speech for a specific word given as input
all of the mentioned Question 4 2 pts What is Morphological Segmentation? Does Discourse
Analysis Separate words into individual morphemes and identify the class of the morphemes Is
an extension of propositional logic None of the mentioned.
What is the main point of each paragraph- Main point of paragraph 1-.pdf
What is the main point of each paragraph?
Main point of paragraph 1:
Main point of paragraph 2:
Sample response to short answer question (200-300 words) If you were to 'bring back' a concept
or practice from the pre-contact Maori economy today, which concept or practice would you
choose and why? In the lecture on pre-contact Mori economies with Martin Fisher, we learnt
about how the concept of mana influences distribution. If I were to bring back a concept today, I
would think about mana-enhancing distribution. According to the reading by Dell et al. (2018),
distribution is tied in with mana, where mana is attained by how much passes through one's
hands rather than how much accumulates in one's hands. Today, distribution in businesses
focuses on the maximisation of shareholder wealth, but Mori economies were, and to an extent
still are, driven by the accumulation of mana which is reciprocal. One accumulated mana through
the distribution and exchange of surplus goods. Thinking about contemporary distribution
practices as about how much passes through rather than how much accumulates provides
alternative possibilities for distribution. For example, despite New Zealand being an important
food producer globally, we have food insecurity, a 'cost of living crisis' with high food prices
central to this, and many alternate sources of food destroyed in pursuit of food for export and
profit. Distributional obligations in Mori society prevented this from occurring within
communities, despite actual food scarcity issues based on seasonality. Socio-cultural relations
directly influenced decisions over production and distribution of resources, rather than the
overriding profit imperative. It would be beneficial to think carefully through the obligations of
food distribution within and beyond communities rather than defaulting to profit for
shareholders..
What is the mechanistic basis for protein-protein interactions- Polype.pdf
What is the mechanistic basis for protein-protein interactions? Polypeptides unfold into an
energetically disfavorable conformation to facilitate the interaction. Peptide bonds between each
amino acid are hydrolyzed to facilitate the interactions. Amino acid R-groups (side chains)
interact with each other through hydrogen bonds, hydrophobic interactions, and ionic bonds.
Each protein is incorporated into the other protein's secondary structure to facilitate the
interaction..
What is the main principle of Boyle's Law that applies to the respirat.pdf
What is the main principle of Boyle's Law that applies to the respiration process at a constant
temperature? a) With the increase of pressure, the volume of liquid increases b) With the
increase of pressure, the volume of liquid decreases c) With the increase of pressure, the volume
of gases decreases d) With the decrease of pressure, the volume of gases decreases.
what is the income tax payments for Coca-Cola and PepsiCo- The financi.pdf
what is the income tax payments for Coca-Cola and PepsiCo?
The financial statements of Coca-Cola and PepsiCo are presented in Appendices C and D,
respectively. The companies' complete annual reports, including the notes to the financial
statements, are available online. Click here to view Appendix C Click here to view Appendix D
Use the companies' financial information to answer the following questions. What are the
amounts of Coca-Cola's and PepsiCo's provision for income taxes for the year 2020 ? Of each
company's 2020 provision for income taxes, what portion is current expense and what portion is
deferred expense? (Enter amounts in millions. Negative amounts using either a negative sign
preceding the number e.g; 45 or parentheses e.g. (45).).
What is the main advantage of using random forest (RF) over a single d.pdf
What is the main advantage of using random forest (RF) over a single decision tree (DT) in a
classification task? RF can avoid overfitting better than a single DT of same depth RF can
achieve higher accuracy than a single DT only when the number of trees is very large RF is
computationally faster than a single DT of same depth RF can handle missing values better than
a single decision tree.
What is the largest drawback from having researchers post original dat.pdf
What is the largest drawback from having researchers post original data and materials?
A. Data utilize a significant amount of space on Journal websites
B. The burden of re-analyzing data is too much for readers and reviewers
C. Not everyone has access to statistical software
D. Researchers would be required to keep detailed codebooks.
Recommended
What is the mechanistic basis for proteins interacting with other mole.pdf
What is the mechanistic basis for proteins interacting with other molecules?
Group of answer choices
Peptide bonds between each amino acid are hydrolyzed to allow interactions with other
molecules
Polypeptides unfold into an energetically disfavorable conformation to facilitate the interaction.
Amino acid R-groups (side chains) interact with other molecules through hydrogen bonds, ionic
bonds, and hydrophobic interactions.
Other molecules are incorporated into protein secondary structure to facilitate interactions.
What is the main challenge-s of NLP- Handling Tokenization Handling PO.pdf
What is the main challenge/s of NLP? Handling Tokenization Handling POS-Tagging Handling
Ambiguity of Sentences All of the mentioned What 's the function of Parts-of-Speech tagging?
part-of-speech for each word dynamically as per meaning of the sentence part-of-speech for each
word dynamically as per sentence structure all part-of-speech for a specific word given as input
all of the mentioned Question 4 2 pts What is Morphological Segmentation? Does Discourse
Analysis Separate words into individual morphemes and identify the class of the morphemes Is
an extension of propositional logic None of the mentioned.
What is the main point of each paragraph- Main point of paragraph 1-.pdf
What is the main point of each paragraph?
Main point of paragraph 1:
Main point of paragraph 2:
Sample response to short answer question (200-300 words) If you were to 'bring back' a concept
or practice from the pre-contact Maori economy today, which concept or practice would you
choose and why? In the lecture on pre-contact Mori economies with Martin Fisher, we learnt
about how the concept of mana influences distribution. If I were to bring back a concept today, I
would think about mana-enhancing distribution. According to the reading by Dell et al. (2018),
distribution is tied in with mana, where mana is attained by how much passes through one's
hands rather than how much accumulates in one's hands. Today, distribution in businesses
focuses on the maximisation of shareholder wealth, but Mori economies were, and to an extent
still are, driven by the accumulation of mana which is reciprocal. One accumulated mana through
the distribution and exchange of surplus goods. Thinking about contemporary distribution
practices as about how much passes through rather than how much accumulates provides
alternative possibilities for distribution. For example, despite New Zealand being an important
food producer globally, we have food insecurity, a 'cost of living crisis' with high food prices
central to this, and many alternate sources of food destroyed in pursuit of food for export and
profit. Distributional obligations in Mori society prevented this from occurring within
communities, despite actual food scarcity issues based on seasonality. Socio-cultural relations
directly influenced decisions over production and distribution of resources, rather than the
overriding profit imperative. It would be beneficial to think carefully through the obligations of
food distribution within and beyond communities rather than defaulting to profit for
shareholders..
What is the mechanistic basis for protein-protein interactions- Polype.pdf
What is the mechanistic basis for protein-protein interactions? Polypeptides unfold into an
energetically disfavorable conformation to facilitate the interaction. Peptide bonds between each
amino acid are hydrolyzed to facilitate the interactions. Amino acid R-groups (side chains)
interact with each other through hydrogen bonds, hydrophobic interactions, and ionic bonds.
Each protein is incorporated into the other protein's secondary structure to facilitate the
interaction..
What is the main principle of Boyle's Law that applies to the respirat.pdf
What is the main principle of Boyle's Law that applies to the respiration process at a constant
temperature? a) With the increase of pressure, the volume of liquid increases b) With the
increase of pressure, the volume of liquid decreases c) With the increase of pressure, the volume
of gases decreases d) With the decrease of pressure, the volume of gases decreases.
what is the income tax payments for Coca-Cola and PepsiCo- The financi.pdf
what is the income tax payments for Coca-Cola and PepsiCo?
The financial statements of Coca-Cola and PepsiCo are presented in Appendices C and D,
respectively. The companies' complete annual reports, including the notes to the financial
statements, are available online. Click here to view Appendix C Click here to view Appendix D
Use the companies' financial information to answer the following questions. What are the
amounts of Coca-Cola's and PepsiCo's provision for income taxes for the year 2020 ? Of each
company's 2020 provision for income taxes, what portion is current expense and what portion is
deferred expense? (Enter amounts in millions. Negative amounts using either a negative sign
preceding the number e.g; 45 or parentheses e.g. (45).).
What is the main advantage of using random forest (RF) over a single d.pdf
What is the main advantage of using random forest (RF) over a single decision tree (DT) in a
classification task? RF can avoid overfitting better than a single DT of same depth RF can
achieve higher accuracy than a single DT only when the number of trees is very large RF is
computationally faster than a single DT of same depth RF can handle missing values better than
a single decision tree.
What is the largest drawback from having researchers post original dat.pdf
What is the largest drawback from having researchers post original data and materials?
A. Data utilize a significant amount of space on Journal websites
B. The burden of re-analyzing data is too much for readers and reviewers
C. Not everyone has access to statistical software
D. Researchers would be required to keep detailed codebooks.
What is the entry returned by the peek method after the following stac.pdf
What is the entry returned by the peek method after the following stack operations? push ( A ) ,
push ( J ) , pop ( ) , push ( X ) , push ( S ) , push ( R ) , pop ( ) , push ( D ) , push ( L ) , pop ( ) ,
pop ( ) , pop ( ) ;.
What is the effect on the accounting equation when a company records a.pdf
What is the effect on the accounting equation when a company records an entry to
depreciate a long-lived asset? Expenses increase; contra-assets increase Contra-
assets increase; liabilities increase Expenses increase; liabilities increase Assets
increase; expenses increase None of these are correct.
What is the entire series of events through a three-neuron loop- inclu.pdf
What is the entire series of events through a three-neuron loop, including the steps of synaptic
transmission between neurons 1 and 2 the step of the action potential that occur in neuron 2, the
propagation of the action potential down the axon of neuron 2, and the steps of synaptic
transmission that occur etween neuron 2 and 3?.
What is the difference tetwent a defred name with giobal scepe and ane.pdf
What is the difference tetwent a defred name with giobal scepe and ane with local scope? Global
scope defred names can be used whithout quotes where local scopt ones cannot. Thia distinction
does not eaist in modem Excel. All names are defined only in the worlutheet that they are in.
Names withiocal acope are recogeniaed in the entire wolkbosk whereas numes with siobal scope
are only recoenized in the worksheet they are defined in Namew with glowal stoge are
recognised in the entire workbook whereas names with lecal vcope are only recogniced in the
worksheet ther are defined in.
What is the difference between inheritance and polymorphism-provide ex.pdf
What is the difference between inheritance and polymorphism?
provide example functions of both
What is the difference between inheritance and polymorphism?
provide example functions of both
provide example functions of both.
What is the difference between a midrib and a vein in a leaf-answer co.pdf
What is the difference between a midrib and a vein in a leaf?
answer correct for thumbs up
answer correct for thumbs up.
What is the difference between formal and informal groups- Informal te.pdf
What is the difference between formal and informal groups? Informal teams get together
socially; formal teams do not. The purpose of a formal group is for friends to get together at a
regularly schedule time. An informal group is assigned by an organization or its managers to
accomplish a specific purpose. A formal group is assigned by an organization or its managers to
accomplish specific goals..
What is the internal growth rate for Orange Corporation- Use Exhibit I.pdf
What is the internal growth rate for Orange Corporation? Use Exhibit II. Exhibit II (Use for
Problems 4.22, 4.23, 4.24) Orange Corporation Income Statement ( S in millions) Orange
Corporation Balance Sheet ( $ in millions).
what is the importance of understanding the characteristics of multimo.pdf
what is the importance of understanding the characteristics of multimodal transportation
documents
what is the importance of understanding the characteristics of multimodal transportation
documents.
What is the importance of reproductive isolation to the biological spe.pdf
What is the importance of reproductive isolation to the biological species concept?
The biological species concept is based on differences in structural features between species
The biological species concept requires reproductive isolation between species
The biological species concept is based on a shared evolutionary history between species.
The biological species concept lacks reproductive isolating mechanisms.
What is the external financing needed- (Do not round intermediate calc.pdf
What is the external financing needed? (Do not round intermediate calculations and Assets and
costs are proportional to sane $7.906 ..
What is the difference between the peripheral and central nervous syst.pdf
What is the difference between the peripheral and central nervous system?
Sketch out and label the main structures of a neuron?.
What is the encryption mechanism behind WEP- Please write the formula.pdf
What is the encryption mechanism behind WEP? Please write the formula used to encrypt a
given packet P , when the shared key K is known by both.
What is your reaction to a monitoring organization such as PRN- Do you.pdf
What is your reaction to a monitoring organization such as PRN? Do you think PRN is
necessary? Does your specific state have a similar organization for impaired professionals and if
so what is it called and how is it similar and/or different from PRN? Are their any other
professionals that you think should be included in the list that they serve? What is the major
licensed healthcare profession that PRN does not monitor?.
What is the UML Class diagram for accident detection using CNN- i have.pdf
What is the UML Class diagram for accident detection using CNN.
i have make the class diagram which is not sufficient to my guide.
Class diagram: .
SYSTEM ARCHITECTURE:
Code for the accident detection:-
from tkinter import messagebox
from tkinter import *
from tkinter import simpledialog
import tkinter
from tkinter import filedialog
from tkinter.filedialog import askopenfilename
import time
import cv2
import tensorflow as tf
from collections import namedtuple
import numpy as np
import winsound
main = tkinter.Tk()
main.title("Accident Detection")
main.geometry("1300x1200")
net =
cv2.dnn.readNetFromCaffe("model/MobileNetSSD_deploy.prototxt.txt","model/MobileNetSSD_deploy.caffemodel")
CLASSES = ["background", "aeroplane", "bicycle", "bird", "boat",
"bottle", "bus", "car", "cat", "chair", "cow", "diningtable",
"dog", "horse", "motorbike", "person", "pottedplant", "sheep",
"sofa", "train", "tvmonitor"]
COLORS = np.random.uniform(0, 255, size=(len(CLASSES), 3))
global filename
global detectionGraph
global msg
def loadModel():
global detectionGraph
detectionGraph = tf.Graph()
with detectionGraph.as_default():
od_graphDef = tf.compat.v1.GraphDef()
with tf.compat.v2.io.gfile.GFile('model/frozen_inference_graph.pb', 'rb') as file:
serializedGraph = file.read()
od_graphDef.ParseFromString(serializedGraph)
tf.import_graph_def(od_graphDef, name='')
messagebox.showinfo("Training model loaded","Training model loaded")
def beep():
frequency = 2500 # Set Frequency To 2500 Hertz
duration = 1000 # Set Duration To 1000 ms == 1 second
winsound.Beep(frequency, duration)
def uploadVideo():
global filename
filename = filedialog.askopenfilename(initialdir="videos")
pathlabel.config(text=filename)
text.delete('1.0', END)
text.insert(END,filename+" loaded\n");
def calculateCollision(boxes,classes,scores,image_np):
global msg
#cv2.putText(image_np, "NORMAL!", (230, 50), cv2.FONT_HERSHEY_SIMPLEX, 1.0, (255,
255, 255), 2, cv2.LINE_AA)
for i, b in enumerate(boxes[0]):
if classes[0][i] == 3 or classes[0][i] == 6 or classes[0][i] == 8:
if scores[0][i] > 0.5:
for j, c in enumerate(boxes[0]):
if (i != j) and (classes[0][j] == 3 or classes[0][j] == 6 or classes[0][j] == 8) and scores[0][j]> 0.5:
Rectangle = namedtuple('Rectangle', 'xmin ymin xmax ymax')
ra = Rectangle(boxes[0][i][3], boxes[0][i][2], boxes[0][i][1], boxes[0][i][3])
rb = Rectangle(boxes[0][j][3], boxes[0][j][2], boxes[0][j][1], boxes[0][j][3])
ar = rectArea(boxes[0][i][3], boxes[0][i][1],boxes[0][i][2],boxes[0][i][3])
col_threshold = 0.6*np.sqrt(ar)
area(ra, rb)
if (area(ra,rb)<col_threshold) :
print('accident')
msg = 'ACCIDENT!'
beep()
return True
else:
return False
def rectArea(xmax, ymax, xmin, ymin):
x = np.abs(xmax-xmin)
y = np.abs(ymax-ymin)
return x*y
def load_image_into_numpy_array(image):
(im_width, im_height) = image.size
return np.array(image.getdata()).reshape((im_height, im_width, 3)).astype(np.uint8)
def area(a, b): # returns None if rectangles don't intersect
dx = min(a.xmax, b.xmax) - max(a.xmin, .
What makes the refund of state taxes taxable on the federal tax return.pdf
What makes the refund of state taxes taxable on the federal tax return? a. moving to Texas before
your refund gets sent to you b. paying state taxes the year before and getting a refund c. claiming
taxes as an itemized deduction and using standard deduction d. claiming taxes as an itemized
deduction and itemizing If you receive a scholarship that pays tuition, books and some living
costs, this scholarship in non-taxable. Select one: True False.
What is used to induce ES-derived cardiac cells- TGF- BMP2 All of the (1).pdf
What is used to induce ES-derived cardiac cells? TGF- BMP 2 All of the above Question 6 Stem
cell self-renewal involve(s): A single pathway Multiple pathways None of the above.
What is the impact to the Balance Sheet when a company records the nec.pdf
What is the impact to the Balance Sheet when a company records the necessary adjustment to
Prepaid rent to recognize Rent Expense? Put it differently, what is the impact on the Balance
Sheet, when the company records: Rent Expense and Decrease in Prepaid rent Decrease Assets,
Decrease Equity Assets Remain Unchanged Decrease Assets, Decrease Liabilities Increase
Assets, Increase Liabilities Question 22 All of the following are examples of internal control
procedures EXCEPT: Performing bank statement reconciliations Using prenumbered documents
Mandatory vacations for employees Customer satisfcation surveys.
What line of code is needed if we are checking for the button using an.pdf
What line of code is needed if we are checking for the button using an IF statement?
if(digitalRead(buttonPin ) == LOW ) if ( digitalRead(buttonPin ) = HIGH )
if(digitalRead(buttonPin ) = LOW if ( digitalRead ( buttonPin ) == HIGH ).
what is the hypothesized effect between influx of dust and atmospheric.pdf
what is the hypothesized effect between influx of dust and atmospheric CO2 known as?
and what larger ocean feedback system is it part of?
what is the hypothesized effect between influx of dust and atmospheric CO2 known as?
and what larger ocean feedback system is it part of?.
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH ANSWERS.
Synthetic Fiber Construction in lab .pptx
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
More Related Content
More from anilagarwal8880432
What is the entry returned by the peek method after the following stac.pdf
What is the entry returned by the peek method after the following stack operations? push ( A ) ,
push ( J ) , pop ( ) , push ( X ) , push ( S ) , push ( R ) , pop ( ) , push ( D ) , push ( L ) , pop ( ) ,
pop ( ) , pop ( ) ;.
What is the effect on the accounting equation when a company records a.pdf
What is the effect on the accounting equation when a company records an entry to
depreciate a long-lived asset? Expenses increase; contra-assets increase Contra-
assets increase; liabilities increase Expenses increase; liabilities increase Assets
increase; expenses increase None of these are correct.
What is the entire series of events through a three-neuron loop- inclu.pdf
What is the entire series of events through a three-neuron loop, including the steps of synaptic
transmission between neurons 1 and 2 the step of the action potential that occur in neuron 2, the
propagation of the action potential down the axon of neuron 2, and the steps of synaptic
transmission that occur etween neuron 2 and 3?.
What is the difference tetwent a defred name with giobal scepe and ane.pdf
What is the difference tetwent a defred name with giobal scepe and ane with local scope? Global
scope defred names can be used whithout quotes where local scopt ones cannot. Thia distinction
does not eaist in modem Excel. All names are defined only in the worlutheet that they are in.
Names withiocal acope are recogeniaed in the entire wolkbosk whereas numes with siobal scope
are only recoenized in the worksheet they are defined in Namew with glowal stoge are
recognised in the entire workbook whereas names with lecal vcope are only recogniced in the
worksheet ther are defined in.
What is the difference between inheritance and polymorphism-provide ex.pdf
What is the difference between inheritance and polymorphism?
provide example functions of both
What is the difference between inheritance and polymorphism?
provide example functions of both
provide example functions of both.
What is the difference between a midrib and a vein in a leaf-answer co.pdf
What is the difference between a midrib and a vein in a leaf?
answer correct for thumbs up
answer correct for thumbs up.
What is the difference between formal and informal groups- Informal te.pdf
What is the difference between formal and informal groups? Informal teams get together
socially; formal teams do not. The purpose of a formal group is for friends to get together at a
regularly schedule time. An informal group is assigned by an organization or its managers to
accomplish a specific purpose. A formal group is assigned by an organization or its managers to
accomplish specific goals..
What is the internal growth rate for Orange Corporation- Use Exhibit I.pdf
What is the internal growth rate for Orange Corporation? Use Exhibit II. Exhibit II (Use for
Problems 4.22, 4.23, 4.24) Orange Corporation Income Statement ( S in millions) Orange
Corporation Balance Sheet ( $ in millions).
what is the importance of understanding the characteristics of multimo.pdf
what is the importance of understanding the characteristics of multimodal transportation
documents
what is the importance of understanding the characteristics of multimodal transportation
documents.
What is the importance of reproductive isolation to the biological spe.pdf
What is the importance of reproductive isolation to the biological species concept?
The biological species concept is based on differences in structural features between species
The biological species concept requires reproductive isolation between species
The biological species concept is based on a shared evolutionary history between species.
The biological species concept lacks reproductive isolating mechanisms.
What is the external financing needed- (Do not round intermediate calc.pdf
What is the external financing needed? (Do not round intermediate calculations and Assets and
costs are proportional to sane $7.906 ..
What is the difference between the peripheral and central nervous syst.pdf
What is the difference between the peripheral and central nervous system?
Sketch out and label the main structures of a neuron?.
What is the encryption mechanism behind WEP- Please write the formula.pdf
What is the encryption mechanism behind WEP? Please write the formula used to encrypt a
given packet P , when the shared key K is known by both.
What is your reaction to a monitoring organization such as PRN- Do you.pdf
What is your reaction to a monitoring organization such as PRN? Do you think PRN is
necessary? Does your specific state have a similar organization for impaired professionals and if
so what is it called and how is it similar and/or different from PRN? Are their any other
professionals that you think should be included in the list that they serve? What is the major
licensed healthcare profession that PRN does not monitor?.
What is the UML Class diagram for accident detection using CNN- i have.pdf
What is the UML Class diagram for accident detection using CNN.
i have make the class diagram which is not sufficient to my guide.
Class diagram: .
SYSTEM ARCHITECTURE:
Code for the accident detection:-
from tkinter import messagebox
from tkinter import *
from tkinter import simpledialog
import tkinter
from tkinter import filedialog
from tkinter.filedialog import askopenfilename
import time
import cv2
import tensorflow as tf
from collections import namedtuple
import numpy as np
import winsound
main = tkinter.Tk()
main.title("Accident Detection")
main.geometry("1300x1200")
net =
cv2.dnn.readNetFromCaffe("model/MobileNetSSD_deploy.prototxt.txt","model/MobileNetSSD_deploy.caffemodel")
CLASSES = ["background", "aeroplane", "bicycle", "bird", "boat",
"bottle", "bus", "car", "cat", "chair", "cow", "diningtable",
"dog", "horse", "motorbike", "person", "pottedplant", "sheep",
"sofa", "train", "tvmonitor"]
COLORS = np.random.uniform(0, 255, size=(len(CLASSES), 3))
global filename
global detectionGraph
global msg
def loadModel():
global detectionGraph
detectionGraph = tf.Graph()
with detectionGraph.as_default():
od_graphDef = tf.compat.v1.GraphDef()
with tf.compat.v2.io.gfile.GFile('model/frozen_inference_graph.pb', 'rb') as file:
serializedGraph = file.read()
od_graphDef.ParseFromString(serializedGraph)
tf.import_graph_def(od_graphDef, name='')
messagebox.showinfo("Training model loaded","Training model loaded")
def beep():
frequency = 2500 # Set Frequency To 2500 Hertz
duration = 1000 # Set Duration To 1000 ms == 1 second
winsound.Beep(frequency, duration)
def uploadVideo():
global filename
filename = filedialog.askopenfilename(initialdir="videos")
pathlabel.config(text=filename)
text.delete('1.0', END)
text.insert(END,filename+" loaded\n");
def calculateCollision(boxes,classes,scores,image_np):
global msg
#cv2.putText(image_np, "NORMAL!", (230, 50), cv2.FONT_HERSHEY_SIMPLEX, 1.0, (255,
255, 255), 2, cv2.LINE_AA)
for i, b in enumerate(boxes[0]):
if classes[0][i] == 3 or classes[0][i] == 6 or classes[0][i] == 8:
if scores[0][i] > 0.5:
for j, c in enumerate(boxes[0]):
if (i != j) and (classes[0][j] == 3 or classes[0][j] == 6 or classes[0][j] == 8) and scores[0][j]> 0.5:
Rectangle = namedtuple('Rectangle', 'xmin ymin xmax ymax')
ra = Rectangle(boxes[0][i][3], boxes[0][i][2], boxes[0][i][1], boxes[0][i][3])
rb = Rectangle(boxes[0][j][3], boxes[0][j][2], boxes[0][j][1], boxes[0][j][3])
ar = rectArea(boxes[0][i][3], boxes[0][i][1],boxes[0][i][2],boxes[0][i][3])
col_threshold = 0.6*np.sqrt(ar)
area(ra, rb)
if (area(ra,rb)<col_threshold) :
print('accident')
msg = 'ACCIDENT!'
beep()
return True
else:
return False
def rectArea(xmax, ymax, xmin, ymin):
x = np.abs(xmax-xmin)
y = np.abs(ymax-ymin)
return x*y
def load_image_into_numpy_array(image):
(im_width, im_height) = image.size
return np.array(image.getdata()).reshape((im_height, im_width, 3)).astype(np.uint8)
def area(a, b): # returns None if rectangles don't intersect
dx = min(a.xmax, b.xmax) - max(a.xmin, .
What makes the refund of state taxes taxable on the federal tax return.pdf
What makes the refund of state taxes taxable on the federal tax return? a. moving to Texas before
your refund gets sent to you b. paying state taxes the year before and getting a refund c. claiming
taxes as an itemized deduction and using standard deduction d. claiming taxes as an itemized
deduction and itemizing If you receive a scholarship that pays tuition, books and some living
costs, this scholarship in non-taxable. Select one: True False.
What is used to induce ES-derived cardiac cells- TGF- BMP2 All of the (1).pdf
What is used to induce ES-derived cardiac cells? TGF- BMP 2 All of the above Question 6 Stem
cell self-renewal involve(s): A single pathway Multiple pathways None of the above.
What is the impact to the Balance Sheet when a company records the nec.pdf
What is the impact to the Balance Sheet when a company records the necessary adjustment to
Prepaid rent to recognize Rent Expense? Put it differently, what is the impact on the Balance
Sheet, when the company records: Rent Expense and Decrease in Prepaid rent Decrease Assets,
Decrease Equity Assets Remain Unchanged Decrease Assets, Decrease Liabilities Increase
Assets, Increase Liabilities Question 22 All of the following are examples of internal control
procedures EXCEPT: Performing bank statement reconciliations Using prenumbered documents
Mandatory vacations for employees Customer satisfcation surveys.
What line of code is needed if we are checking for the button using an.pdf
What line of code is needed if we are checking for the button using an IF statement?
if(digitalRead(buttonPin ) == LOW ) if ( digitalRead(buttonPin ) = HIGH )
if(digitalRead(buttonPin ) = LOW if ( digitalRead ( buttonPin ) == HIGH ).
what is the hypothesized effect between influx of dust and atmospheric.pdf
what is the hypothesized effect between influx of dust and atmospheric CO2 known as?
and what larger ocean feedback system is it part of?
what is the hypothesized effect between influx of dust and atmospheric CO2 known as?
and what larger ocean feedback system is it part of?.
More from anilagarwal8880432 (20)
What is the entry returned by the peek method after the following stac.pdf
What is the entry returned by the peek method after the following stac.pdf
What is the effect on the accounting equation when a company records a.pdf
What is the effect on the accounting equation when a company records a.pdf
What is the entire series of events through a three-neuron loop- inclu.pdf
What is the entire series of events through a three-neuron loop- inclu.pdf
What is the difference tetwent a defred name with giobal scepe and ane.pdf
What is the difference tetwent a defred name with giobal scepe and ane.pdf
What is the difference between inheritance and polymorphism-provide ex.pdf
What is the difference between inheritance and polymorphism-provide ex.pdf
What is the difference between a midrib and a vein in a leaf-answer co.pdf
What is the difference between a midrib and a vein in a leaf-answer co.pdf
What is the difference between formal and informal groups- Informal te.pdf
What is the difference between formal and informal groups- Informal te.pdf
What is the internal growth rate for Orange Corporation- Use Exhibit I.pdf
What is the internal growth rate for Orange Corporation- Use Exhibit I.pdf
what is the importance of understanding the characteristics of multimo.pdf
what is the importance of understanding the characteristics of multimo.pdf
What is the importance of reproductive isolation to the biological spe.pdf
What is the importance of reproductive isolation to the biological spe.pdf
What is the external financing needed- (Do not round intermediate calc.pdf
What is the external financing needed- (Do not round intermediate calc.pdf
What is the difference between the peripheral and central nervous syst.pdf
What is the difference between the peripheral and central nervous syst.pdf
What is the encryption mechanism behind WEP- Please write the formula.pdf
What is the encryption mechanism behind WEP- Please write the formula.pdf
What is your reaction to a monitoring organization such as PRN- Do you.pdf
What is your reaction to a monitoring organization such as PRN- Do you.pdf
What is the UML Class diagram for accident detection using CNN- i have.pdf
What is the UML Class diagram for accident detection using CNN- i have.pdf
What makes the refund of state taxes taxable on the federal tax return.pdf
What makes the refund of state taxes taxable on the federal tax return.pdf
What is used to induce ES-derived cardiac cells- TGF- BMP2 All of the (1).pdf
What is used to induce ES-derived cardiac cells- TGF- BMP2 All of the (1).pdf
What is the impact to the Balance Sheet when a company records the nec.pdf
What is the impact to the Balance Sheet when a company records the nec.pdf
What line of code is needed if we are checking for the button using an.pdf
What line of code is needed if we are checking for the button using an.pdf
what is the hypothesized effect between influx of dust and atmospheric.pdf
what is the hypothesized effect between influx of dust and atmospheric.pdf
Recently uploaded
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH ANSWERS.
Synthetic Fiber Construction in lab .pptx
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Digital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit - NGV Pavilion Concept Design
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...Nguyen Thanh Tu Collection
https://app.box.com/s/hqnndn05v4q5a4k4jd597rkdbda0fniiIntroduction to AI for Nonprofits with Tapp Network
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Supporting (UKRI) OA monographs at Salford.pptx
How libraries can support authors with open access requirements for UKRI funded books
Wednesday 22 May 2024, 14:00-15:00.
Best Digital Marketing Institute In NOIDA
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
for beginners, providing thorough training in areas such as SEO, digital communication marketing, and PPC training in Noida. After finishing the program, students receive the certifications recognised by top different universitie, setting a strong foundation for a successful career in digital marketing.
Digital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Pavilions
NGV Architecture Commission Competition
MPavilion Commission Competition
Other Pavilion Designs
Advantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO Perspective
Model Attribute Check Company Auto Property
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
How to Make a Field invisible in Odoo 17
It is possible to hide or invisible some fields in odoo. Commonly using “invisible” attribute in the field definition to invisible the fields. This slide will show how to make a field invisible in odoo 17.
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxMohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
This slide is prepared for master's students (MIFB & MIBS) UUM. May it be useful to all.South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)Academy of Science of South Africa
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.The Diamonds of 2023-2024 in the IGRA collection
A review of the growth of the Israel Genealogy Research Association Database Collection for the last 12 months. Our collection is now passed the 3 million mark and still growing. See which archives have contributed the most. See the different types of records we have, and which years have had records added. You can also see what we have for the future.
The Challenger.pdf DNHS Official Publication
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Recently uploaded (20)
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
BÀI TẬP BỔ TRỢ TIẾNG ANH GLOBAL SUCCESS LỚP 3 - CẢ NĂM (CÓ FILE NGHE VÀ ĐÁP Á...
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
Digital Artifact 2 - Investigating Pavilion Designs
Digital Artifact 2 - Investigating Pavilion Designs
Advantages and Disadvantages of CMS from an SEO Perspective
Advantages and Disadvantages of CMS from an SEO Perspective
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
Pride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School District
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
What is the role of O2 in aerobic respiration- serves as the most elec.pdf
- 1. What is the role of O 2 in aerobic respiration? serves as the most electronegative member of the ETC, acting as the final electron acceptor, picking up electrons and H + and forming water is required directly by ATP synthase to build up ATP is directly required for the formation of oxaloacetate during the citric acid cycle allows for glycolysis to occur helping produce pyruvate