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Tensorflow object detection project / Consultancy

$250-750 USD

In Progress
Posted over 4 years ago

$250-750 USD

Paid on delivery
I'm currently working in a personal project where I want to: Use an IP camera (rtsp capable) and connect to it using a raspberry pi 3 (raspberry pi camera v2 will be used for testing) with motion ([login to view URL]) and detect if there are movements in the frame, if so save the picture to a folder, and have a python script checking if there is a picture in the folder, then process it with tensorflow object detection and get the detected object (if any) and it's probability and then delete the picture. This is intended to detect when cars move around the place where I live (small town), it's for the security since we have been facing some robberies in the neighborhood, the final objective is to take note of the car's license plate, I have the ALPR (automatic license plate recognition) part covered using a web service that works perfectly, but I need to upload a picture of a car showing the plate license, since I can't upload all the pictures when I detect movements because the web service charge me per every picture processed then I decided to make this personal project, since not all cars pictures work I want to first check if the picture has a car showing a license plate before upload it to the web service, so in order to do that I want to train a model with several cars photos (of cars showing the license plate, I have like 1000) so the algorithm can not only detect if there is a car in the picture, but if it's showing a license plate which means it's a valid picture for me and I can upload it to the web service. I was thinking on use tensorflow ssdlite_mobilenet_v2_coco as base model, but since I won't be processing a live feed (all the frames) and only processing specific images that won't be there all the time, maybe I can use a model with better accuracy like ssd_inception_v2_coco or even faster_rcnn_resnet101_coco? (don't know if the last one works in the raspberry pi, you are suppose to guide here). Also I know raspberry pi supports tensorflow-lite which considerably reduces the load and improve the processing speed, so I also want to learn how to properly setup it. There are many many tutorials available and different ways to do what I need to do so I was thinking I can get the help from a professional to the following tasks: A. Teach me / guide me (via email, no video calls required, like you send me the guide I follow it and if I have trouble then I can come back to you and you can help me ): 1. How to properly setup tensorflow in windows 10 and both tensorflow & tensorflow-lite in the raspberry pi 3 2. How to train a model in my Windows computer (I have a MSI GTX 1650 VENTUS XS OC 4GB graphic card that I can use to improve the process) including the setup of tensorflow-gpu and CUDA and all required to use the GPU for training. 3. How to convert a model to tensorflow-lite the right way (some people say you can see a big decrease in accuracy if it's not done properly) B. Create a template Python script that I can pass a picture to it (as an argument) and it can print out the object detect by tensorflow / tensorflow lite (if any) and it's probability. I know c programming and some python too, so I'm not a newbie but I don't have the time to dive into all the tutorials hehehe, hope an experienced professional can help me. Please only bid if you are experienced, can prove it and can accomplish 100% the required tasks.
Project ID: 21464198

About the project

15 proposals
Remote project
Active 5 yrs ago

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15 freelancers are bidding on average $558 USD for this job
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How are you? Like you see in my profile and portfolios, I have rich experience in C/C++, C#, and Python programming as well as microcontrollers. Especially, I completed many arduino and raspberry pi projects for such features. I would like to discuss with you and get more detail requirements. Please give detail requirements, then I will provide best solution for you. Thanks
$500 USD in 7 days
4.9 (29 reviews)
6.6
6.6
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Hi there, I hope you are doing great. I have gone through the brief details mentioned on the job. I have good experience with Deep Learning, Linux, Python, Raspberry Pi, Tensorflow . Upon checking brief details, I feel confident that I can help you to get this job done. I am in top 4% freelancers of freelancer.com based on my earnings and reviews, I would request you to look at my profile and customers feedback as well. Lets start the chat so we can discuss this job more in detail then we will discuss the final budget, Right now I am placing default bid. Regards,
$750 USD in 10 days
5.0 (7 reviews)
6.0
6.0
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Hello, client. As a computer vision expert, I have heavy experience in tensorflow. I can help you perfectly. Please feel free to contact me. Hope to hear from you soon. Best regards. Damian.
$500 USD in 7 days
5.0 (15 reviews)
6.0
6.0
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Hi, there. I have read your description carefully. I have high Python skill and also have machine learning knowledge and experience. I can develop object detection application using python tensorflow. Please contact me and discuss further via chat. Thanks for your regards.
$750 USD in 15 days
5.0 (22 reviews)
5.4
5.4
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Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Feel free to discuss any details with me. Regards
$555 USD in 20 days
5.0 (22 reviews)
5.2
5.2
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Hello.. I have read your post very carefully and I have understood what you want. I am a 100% completion Developer. I have experience of development like this. As an experienced developer, I am sure I can handle your project perfectly in the quick timeline. Let me know if you have some time to discuss the details further. Looking forward to hearing from you. Sincerely.
$500 USD in 7 days
4.7 (9 reviews)
4.9
4.9
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Hi, sir. i read your bid now. i am experienced expert at c/c++, c#/.net, java and have full experience for 14 years. c/c++, c#/.net, java is my top skill and I can give you perfect result. i can provide most quality and high speed on this area. if you want to success, please contact me. then i will give you good result to the proposals. please hire me.
$500 USD in 7 days
5.0 (5 reviews)
3.6
3.6
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hello,how are you. i read your bid carefully. i am c/c++, opencv expert and have full experience for 10 years. c++ language is my top skill. i can provide most quality and high speed. if you want to success, please contact me. Then, I will give you good result to the proposals. hire me.
$500 USD in 7 days
5.0 (1 review)
3.3
3.3
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Hello. I am a python expert with full stack experience for more than 3 years. I have implemented python engines such as object detection and tracking I am very familar with those libraries detecting and tracking car using library is very easy for me I can do it in 2~3 days. I hope your call.
$350 USD in 3 days
4.9 (6 reviews)
3.5
3.5
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Hello Welcome to your proposal. I think you are learning the good technique. I read the project's description carefully and I did know that you pointed out the right things to learn the deep learning. As you said in the description, the important thing to get the dnn object detection model in raspberry pi 3 is to convert the tensorflow model to tensorflow-lite model correctly. In this part there is the large fluctuation in accuracy. If you award me the job, I can give you the good result. Thanks. PS: " I admire your humility. "
$600 USD in 7 days
5.0 (2 reviews)
2.9
2.9
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Hello, I read your project description and I am interested in your job. As you can see my profile, I am a computer vision expert and have just completed some projects. Specially, I have working with YOLO, Faster RCNN, and another object detection algorithm Will be provided HIGH QUALITY , HIGH SPEED , well-known comments and assistance. We can discuss more detailed idea and requirements on chat. Thank You!
$400 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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I'm interested in your job. I have total 4 years of experience in python, Machine learning and Deep learning and IoT. Please contact me at my number +91-8560032646. Please explain your concerns in detail. Warms regards Kush Swarnkar
$833 USD in 30 days
0.0 (0 reviews)
0.0
0.0
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ARM architecture like v4/v4T(ARM7), Atmel/NXP/STM microcontroller functionalities / interface / firmware design and development, Arduino, Raspberry Pi, PLL, DDS, Synthesizer, Internet of Things, logic level translators, Buffer, transceiver etc, GPS, PWM, converter, SMPS, buck, boost, Isolated voltage,Battery,Battery charge controller,Solar charge controller, current sensor, Temperature sensor, PIR sensor, Battery Bank charger, Snubber design, RF filter design, RF components selection, RF frequencies selection, Grounding isolation, EMI & EMC etc, pH, ORP, Conductivity measurement, AV TX & RX Modules, IR transmitter & Receiver, PTZ camera, TFT Display, DVR, Sonar, SICK, Motor, Gear Box, Motor Driver, GNSS, Different Xilinx FPGA architecture (7 Series FPGAs, Kintex-7, Zynq-7000), etc.
$600 USD in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CHILE
Santiago, Chile
5.0
1
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Member since Sep 25, 2019

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