Traffic Analyzer

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Instructions
Input - Click on the “+” button in the video player and upload a decent resolution image or video with less than 40 MB.
Output - Inferred with the detection of vehicles, pedestrians and road signs in real time.
Note: Upload the appropriate video for optimal performance. Video that doesn't relate to the model might provide you unexpected results.
With the installation of traffic surveillance cameras in recent years, a massive archive of traffic video footage has been created. From traffic dispersal to autonomous driving, the ongoing increase in video data can be used in a variety of ways. Study and implementation of relevant algorithms will bring governance in the smooth traffic flow across the cities saving huge amounts of time, fuel and naturally making the world much more eco friendly. In addition, this can be used to identify the vehicle locations, number of vehicles, pedestrians as well as road signs to autotomize the vehicles by making intelligent decisions

Applications like smart vehicle navigation and pedestrian safety need a comprehensive understanding of what happens on roadways. Analyzing the trends of traffic may also help in planning more efficient road networks and road maintenance. It is of utmost importance to enable the AI algorithms and make them more precise and efficient as we live in the autonomous vehicles world.

Use Cases

Traffic Flow Management, Vehicle Navigation, Pedestrian Safety, Road Engineering, Road Network Management.

API Request and Response

TensorGo Platform provides you with a one stop solution to customize the our API offerings as per your use case by mixing and matching the existing APIs or requesting for a new custom model. This accelerates the development of use cases with minimal or no code towards deep learning applications.

Specification

API Endpoints

#For Getting the API KEY
#(Registration Not Required)
#Enter the email ID to get the api key.
#The api key will be valid for 2 hours only.#
Request:
post/
[URL]
	body:{ 
      		“email”:”xxxxxxx@xxxx.com”
             }
Response:
	 {“msg”:”Key has been sent to your email”}

#For Uploading
#Enter the api key which you have received in
#the email to access any of the below API. The api key should be
#added in the header with name “key”

#For uploading video or image.
Request:
post/
[URL]
	body:{ 
	        ‘app': ”Name of the app”
             	“file”:”Attached File”
             },
	Headers:{
		“Key”:”xxxxxxxxx”
		}
Response:
	{“ID”:”ID”}

#You have to enter the above ID in order to download
#the video or file in the download api. If it’s a image file
#then you will directly receive the infrared image link

#For uploading video link
Request:
post/
[URL]
	body:{
             “app”:”trafficCamNet”
              “link”:”video Link” -> 
             },
	Headers:{
		“Key”:”xxxxxxxxx”
}
Response:
	{“id”:”ID”}

#For uploading video rtsp link
Request:
post/
[URL]
body:{
“app”:”trafficCamNet'”
“link”:”video Link” ->
},
Headers:{
“Key”:”xxxxxxxxx”
}
Response:
{“id”:”ID”}

#For Downloading
#Enter the ID which you have received in response
#to use any of the below API. It should be added in the query
#with the name “id”. Enter the app name which you
#have selected while uploading the video,
#to use any of the below api and It should be added
#in the query with the name “app”.

#Download the inferred video:
get/
[URL]?app=”app name”&ID=”ID received”
Headers:{
“Key”:”xxxxxxxxx”
}

#Download the csv file:
get/
[URL]?app=”app name”&ID=”ID received”
Headers:{
“Key”:”xxxxxxxxx”
}
#File Upload
import requests
with open(“File Location”, 'rb') as f:
     response=requests.post({URL},
     data={“app”:'trafficCamNet'},
     files={'file':f},
     headers = {“key”: “*******”})
#Response →  {“msg”:”Key has been sent to your email”}

#Video Link
#Enter the key that you have received in mail
response=requests.post({URL/videolink},
data={'app':'trafficCamNet',”link”:”Video Link”},
headers = {“key”: “xxxxxxx”})
#Response→ {“msg”:”Some Random ID”}

#Video RTSP Link
#Enter the key that you have received in mail
response=requests.post({URL/link},
data={'app':'trafficCamNet',”link”:”Video RTSP Link”},
headers = {“key”: “xxxxxxx”})
#Response→ {“msg”:”Some Random ID”}

#Video Link for Download
#Enter the key that you have received in mail
#Enter the id that you have received in response while uploading
response=requests.get({URL/downloadLink/video},
params={“id”:{ID Received},”app”:'trafficCamNet'},
headers = {“key”: “xxxxxxx”})
#Response→ {“videoLink”:”Video Link for downloading”}

#CSV Link for Download
#Enter the key that you have received in mail
#Enter the id that you have received in response while uploading
response=requests.get({URL/downloadLink/output},
params={“id”:{ID Received},”app”:'trafficCamNet'},
headers = {“key”: “xxxxxxx”})
#Response→ {“fileLink”:”CSV Link for downloading”}

//File Upload
var form = new FormData();
form.append('app', 'trafficCamNet');
form.append('file', files[0]);
fetch({URL}, {
  method: 'POST',
  body: form,
  headers: {
     “key”: “xxxxxxx”
    }})
//Response →  {“msg”:”Key has been sent to your email”}
//You’ll receive a key in in your mail

//Video Link
//Enter the key that you have received in mail
fetch(
  {URL/videolink},{
method:”POST”,
body: {“app”:'trafficCamNet'},
headers: {
      “key”: “xxxxxxx”
    }})
//Response→ {“msg”:”Some Random ID”}

//Video RTSP Link
//Enter the key that you have received in mail
fetch(
  {URL/link},{
method:”POST”,
body: {“app”:'trafficCamNet'},
    headers: {
    “key”: “xxxxxxx”
    }})
//Response→ {“msg”:”Some Random ID”}

//Video Link for Download
//Enter the key that you have received in mail
//Enter the id that you have received in response while uploading
fetch(
  {URL/downloadLink/video+”?
  id={ID Received}&app=trafficCamNet”},{
    headers: {
     “key”: “xxxxxxx”
    }})
//Response→ {“videoLink”:”Video Link for downloading”}

//CSV Link for Download
//Enter the key that you have received in mail
//Enter the id that you have received in response while uploading
fetch(
  {URL/downloadLink/output+”?
  id={ID Received}&app=trafficCamNet'},{
    headers: {
    “key”: “xxxxxxx”    }}
//Response→ {“fileLink”:”CSV Link for downloading”}


#File Upload
curl -X 'POST' \
  '{URL}' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -F 'file={File Attached}' \
  -F 'app=trafficCamNet’
#Response →  {“msg”:”Key has been sent to your email”}
#You’ll receive a key in in your mail

#Video RTSP Link
#Enter the key that you have received in mail
curl -X 'POST' \
  '{URL/link}' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -H 'key: xxxxxxxx' \
  -F 'url={Video RTSP Link},' \
  -F 'app=trafficCamNet'
#Response→ {“msg”:”Some Random ID”}

#Video Link
#Enter the key that you have received in mail
curl -X 'POST' \
  '{URL/videolink}' \
  -H 'accept: application/json' \
  -H 'Content-Type: multipart/form-data' \
  -H 'key: xxxxxxxx' \
  -F 'url={Video Link},' \
  -F 'app=trafficCamNet'
#Response→ {“msg”:”Some Random ID”}

#Video Link for Download
#Enter the key that you have received in mail
#Enter the id that you have received in response while uploading
curl -X 'GET' \
  '{URL/downloadLink/video/ + ”?
   id={ID Received}&app=trafficCamNet”}' \
  -H 'accept: application/json'\
  -H 'key: xxxxxxxx' 
#Response→ {“videoLink”:”Video Link for downloading”}

#CSV Link for Download
#Enter the key that you have received in mail
#Enter the id that you have received in response while uploading
curl -X 'GET' \
  '{URL/downloadLink/output/ + ”?
   id={ID Received}&app=trafficCamNet”}' \
  -H 'accept: application/json'\
  -H 'key: xxxxxxxx' 
#Response→ {“videoLink”:”Video Link for downloading”} 

//File Upload
$cf = new CURLFile($files);
$curl = curl_init(URL);
curl_setopt($curl, CURLOPT_URL, URL);
curl_setopt($curl, CURLOPT_POST, true);
curl_setopt($curl, CURLOPT_POSTFIELDS, ['upload' => $cf]);
curl_setopt($curl, CURLOPT_HTTPHEADER, array('key': '********'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$data =
{
  'app': 'trafficCamNet'
}
curl_setopt($curl, CURLOPT_POSTFIELDS, $data);
//Response →  {'msg':'Key has been sent to your email'}
//You'll receive a key in in your mail

//Video Link
//Enter the key that you have received in mail
$curl = curl_init(URL/videolink);
curl_setopt($curl, CURLOPT_URL,URL/videolink);
curl_setopt($curl, CURLOPT_POST, true);
curl_setopt($curl, CURLOPT_HTTPHEADER, array('key': '********'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$data =
{
  'app': 'trafficCamNet'
}
curl_setopt($curl, CURLOPT_POSTFIELDS, $data);

$resp = curl_exec($curl);
//Response→ {'msg':'Some Random ID'}

//Video RTSP Link
//Enter the key that you have received in mail
$curl = curl_init(URL/link);
curl_setopt($curl, CURLOPT_URL,URL/link);
curl_setopt($curl, CURLOPT_POST, true);
curl_setopt($curl, CURLOPT_HTTPHEADER, array('key': '********'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$data =
{
  'app': 'trafficCamNet'
}
curl_setopt($curl, CURLOPT_POSTFIELDS, $data);

$resp = curl_exec($curl);
//Response→ {'msg':'Some Random ID'}

//Video Link for Download
//Enter the key that you have received in mail
//Enter the id that you have received in response while uploading
$curl = curl_init(URL/downloadLink/video);
curl_setopt($curl, CURLOPT_URL,URL/downloadLink/output);
curl_setopt($curl, CURLOPT_POST, true);
curl_setopt($curl, CURLOPT_HTTPHEADER, array('key': '********'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$data =
{
  'app': 'trafficCamNet',
  'id': '{ID Received}'
}
curl_setopt($curl, CURLOPT_POSTFIELDS, $data);

$resp = curl_exec($curl);
//Response→ {'videoLink':'Video Link for downloading'}

//CSV Link for Download
//Enter the key that you have received in mail
//Enter the id that you have received in response while uploading
$curl = curl_init(URL/downloadLink/output);
curl_setopt($curl, CURLOPT_URL,URL/downloadLink/output);
curl_setopt($curl, CURLOPT_POST, true);
curl_setopt($curl, CURLOPT_HTTPHEADER, array('key': '********'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$data =
{
  'app': 'trafficCamNet',
  'id': '{ID Received}'
}
curl_setopt($curl, CURLOPT_POSTFIELDS, $data);

$resp = curl_exec($curl);
//Response→ {'fileLink':'CSV Link for downloading'}