Tensorflow Object Recognition and Raspberry Pi 3

$30-250 USD

Mbyllur

Postuar

about 6 years ago

$30-250 USD

Paguhet në dorëzim

I am doing a project for a local non-profit museum and due to the sensitivity of the artifacts displayed, visitors are supposed to store all their cameras and cell phones at the counter before entering the museum. However, many visitors need to be reminded and one possible solution is to use Tensorflow object recognition technology to produce beeping sounds whenever our installed camera detects someone entering the museum with a camera or cell phone. I am using Raspberry Pi 3 (a single board computer with Graphics Processing Unit (GPU) and Central Processing Unit (CPU). Here are the specs in detail: [login to view URL] The Operating System (OS) is running on Linux/Debian and I have both Python 3 and Tensorflow installed. I have also connected a 5mp camera attached: https://www.amazon.com/Arducam-Megapixels-Sensor-OV5647-Raspberry/dp/B012V1HEP4/ref=sr_1_2?s=electronics&ie=UTF8&qid=1473286363&sr=1-2&keywords=raspberry+pi+camera And I have also connected a speaker to one of the four USB ports available on Raspberry Pi 3. You may use Putty to remotely access my Raspberry Pi 3 via SSH. I will also provide you with the login details and the IP address. 1. TensorFlow comes with a prebuilt model called “inception” that performs object recognition. Here's the tutorial to get it running: [login to view URL] See it in action here: [login to view URL] 2. I need you to add or modify the codes so that whenever "cellphone" or "camera" is recognized or detected... (a) send a signal to the speaker to produce 3 quick succession and "non-annoying" beeping sounds... Beep-beep-beep! (b) AND record a X mili seconds video and save it to a specific path. When video recording is taking place, no signals will be sent to the speaker to make beeping sounds. Sending signals to the speaker will resume after the video recording has ended. 3. I should be able to able to configure the following: (a) the length of the recorded video, X, in mili seconds (b) Keywords to be detected. Currently, only "camera" and cellphone", but I may add more keywords. (c) I should be able to specify the path of the recorded video (d) Not sure if volume of the produced sounds can be adjusted, but it will be very helpful. Will be even better if I can choose the type of beeping sound. 4. You need to have experience in Tensorflow and some experience in Raspberry Pi 3 before bidding for this project. Please show me examples links of your relevant projects when bidding. This project is inspired by and you can find relevant info there. [login to view URL] Thank you!

ID e Projektit: 16639176

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Aktive 6 yrs ago

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9 freelancers are bidding on average $146 USD for this job

@nirmaljeetverma

Hello , i am expert in this field i can do this project easily and will guide you like how to proceed we can do it by video conferencing As i read your job description , i understood that you want to be expert guy in Raspberry Pi for your job and i am presenting myself the best for you please contact me asap so that i can provide you best service. So let us do some healthy discussion and made the project possible according to you :) Thanks

$155 USD në 3 ditë

4,9

(84 përshtypje)

5,4

@DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have good experience in python and I am an expert in it. I have all necessary skills required to be a good developer. I am interested in your. Please check my portfolio and reviews. Ping me to discuss in detail. Waiting for you response.

$125 USD në 2 ditë

4,6

(28 përshtypje)

5,2

@arifshaon

Hi, I dont have any experience with TensorFlow or Raspberry Pi but I have over 5 yrs of experience in Python. So, if you have flexible timeframe and are willing to work with someone who is more interested in gaining experience than the money then please ping me. Cheers

$133 USD në 10 ditë

5,0

(12 përshtypje)

4,0

@sudhir0112

Hello, Hope you are doing well. I have over 5 years experience in Computer Vision. I have done most of my projects using OpenCV in python and C. Your project is more research oriented and I have worked on many research projects in the field of Image Processing and Machine Learning. 1. Melanoma (skin cancer) detection using OpenCV and Machine learning. 2. Detecting whether a person is under the influence of Drug using pupil tracking. 3. Printing Quality Detection for AlteriaLarsers for the printing they do on the products using OCR and Machine Learning. 4. Converting the Menu written on the Board in the Digital form using Google Vision API in Python. 5. Splitting the overall timer of the traffic light according to the traffic density on either side of the road. etc. I am very passionate about computer vision and its applications. I love to learn about this field. It will be my pleasure to work with your team on these Research Projects. Looking Forward to working with you. Regards Sudhir Jain

$200 USD në 3 ditë

5,0

(6 përshtypje)

3,1

@arnavjain247

Okay so I'm new here and i love challenges, this project looks very interesting and you seem to have done your research on it. Now, I know I don't particularly have a Tensor Flow project to show you but this job actually doesn't require as much knowledge of Tensor Flow as you may think. So the basic things we have to do actually don't require much experience with it. I'll state the things which i'll have to do over here 1) Compile and install TensorFlow for your raspberry pi 3. 2) Compile and run the default camera recognition example. 3) Take the output of the recognition program and input(pipe) it into my program. 4) My program will basically read the output from the recognition program and search for the keywords(cellphone,smartphone,camera, or whatever else you may want to add.) 5) When it finds a keyword which has a high possibility to be correct, it will send 3 beeps to the speaker(You can provide the audio file) and then start recording for the time you mention and the location you specify and then resume the beeps as you said. or whatever else you may want to do. I just have one question, how are you planning to turn off the beeps? because in point 2. b) you said that "Sending signals to the speaker will resume after the video recording has ended." Will it be like do 3 beeps before recording and some N number of beeps afterwards? So the project is actually not as difficult as it may seem. So that's all, Cheers! Arnav

$100 USD në 5 ditë

2,0

(1 review)

0,6

@arsalankhanahmed

I worked without any payment because I wanting to involve in that type of development

$35 USD në 3 ditë

0,0

(0 përshtypje)

0,0

@ahmedsonic

i have already work in a project like this but for faces using rasbperry pi3 and is the same exactly and i can do for you as the same and add more. also the library is tensorflow so lets discuss.

$188 USD në 3 ditë