Ditutup

Customer physical analysis based on computer vision techniques

OBJECTIVE

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Measure the people flow, face detection and attractivity of physical showcases (offline stores) through cameras. The result will be a selling funnel an overview with the best days and times of the business and the customer profile with gender classification and age estimative.

DEMMAND

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Develop a multi platform algorithm to solve the mentioned objective with the below structure or another equivalent

NAME: getDoDAnalysis

INPUT 1: videoToAnalyse // Real time streaming URL, youtube video or a local video file

OUTPUT 1: dodEvents // Database table with captured events. Table structure below.

OUTPUT 2: analisedVideo // Marked video with events (face bounding box, gender, and age) in an MP4 file or real time streaming

OBSERVATIONS

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1. We don't have technology restriction, but we are looking for a method or technique with the best precision

2. The gender and age identification just is needed in the cases that the person stopped in front of the showcase, not for all passers

3. The event recording of passengers must happen, in this case without gender and age fields

4. The face recognize must happen when the passenger stop for at least 4 seconds in front of the showcase or enter into the store

5. All the events must be recorded with precision of milliseconds

6. The delivery must include the algorithms related the training of face detection, gender classification, age estimative and people detection

7. We can offer access to a remote server with adequate capacity to support the neural network training

8. Our framework suggestion is TensorFlow

BUSINESS RESULTS

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With the collected events, we will answer questions like:

a) How many people passed in front the store today?

b) How many men stopped to see the showcase this month?

c) How many people entered the store (crossed the passage line)?

d) What's the average time that the people stay in front of the showcase?

e) How many people up to 30 years old viewed the showcase this week?

f) How many people with over than 50 years entered the store this year?

SCENARIOS

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Take a look at the events table simulation. The project will be applyed in store scenarios with many cameras, in these examples on the events table we used just 3, in front of the store, inside and with the focus on check out.

1. Analysis of one person with selling funnel using 3 cameras

2. One person passed in front of the store and didn't stop to see the showcase (without face detection).

3. Two people entered simultaneously into store, talked with the seller and finished the buy at the checkout

PUBLIC CAMERAS

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Security cameras with examples that we will work with (user admin without password):

[url removed, login to view]

[url removed, login to view]

[url removed, login to view]

[url removed, login to view]

[url removed, login to view]

[url removed, login to view]

From this project, we can start a nice and long term partnership with the developer that work with us. Welcome aboard! :)

Kemahiran: Algoritma, Kecerdasan Buatan, Pengekodan, Kejuruteraan Perisian, Pembangunan Perisian

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Tentang Majikan:
( 4 ulasan ) Curitiba, Brazil

ID Projek: #14707292

11 freelancers are bidding on average $24/hour for this job

designcreative1

Hello, Thanks for showing interest in my proposal. I have gone through the details provided by you and have understood that you need a system or dashboard analysing customer flow, face detection etc so that you c Lagi

$25 USD / hour
(20 Ulasan)
7.5
$33 USD / hour
(29 Ulasan)
6.3
prashushinde9

Hello, We have accomplished 90% of the project which is similar of your requirement. All we need 10% customization as per your requirement set and specifications. I want to discuss in personal chat in order to explore Lagi

$20 USD / hour
(15 Ulasan)
6.1
PraveshKoirala

I understand that I am not really the best candidate for this project because I have nothing under my belt except a few online courses and some hobby projects. My only saving grace is that I have a solid foundation in Lagi

$22 USD / hour
(9 Ulasan)
4.8
RaspberryOculus

I have built several video projects in including security systems and video counter, please send a private message.

$22 USD / hour
(24 Ulasan)
5.5
iitmshanker

I have 4 years of working experience in Machine learning, NLP, computer vision and artificial intelligence using matlab, python, torch, tensorflow. Some notable projects done in python: 0. RAISR implementation: A f Lagi

$25 USD / hour
(9 Ulasan)
4.4
jpStar

- Image Processing(Computer Vision) and Pattern Recognition o Object-Detection ,MarkRemove and Tracking o Image Match and Stitch, Panorama o Face, Fingerprint, OCR, Iris, Gender, Age, ANPR - Recognition Lagi

$22 USD / hour
(4 Ulasan)
2.8
shadabkhan92

We are expert developer have 6+ years experience working with companies like Adobe and Dell. We are experts in PHP, WordPress,Linux, Java, Python, Software Architecture and Development. We have worked on computer visi Lagi

$22 USD / hour
(5 Ulasan)
2.1
MayureshPG

Hello, I've 10+ years of experience in C++/C# in domains such as algorithms, computer vision software development. I've done following projects in computer vision: - Stereo Vision for automation of CMM - Vide Lagi

$25 USD / hour
(0 Ulasan)
0.0
sanavpatil

Image Processing Expert with Working on Face Detection Technology since past 3 years. Worked on various attendance system based on Face Detection and Recognition. Also worked on emotion based music play system.

$25 USD / hour
(0 Ulasan)
0.0
MingFuCui

Hi Project Manager How are you? I have strong skills for development of iOS and Android App&Games And I have good attitude with you too Currently, nearly 30 apps are on market(AppStore, Google Play) and you can che Lagi

$22 USD / hour
(1 Ulasan)
3.3