Object Detection with Raspberry Pi (Plastic Pollution Monitoring)
$8-15 USD / giờ
Dear all,
I need a bit of ongoing help in setting up a system to count plastic bottles (and possibly other types of plastic) swimming in rivers.
The idea is to have a Raspberry Pi with a camera that sits next to a river and increases a counter by one every time a bottle swims by. The goal is to quantify pollution.
Existing Hardware:
- I have a RaspberryPi 4 at my office, where you can SSH into
- Intel Neural Compute Stick 2
- Camera with focus and zoom ([login to view URL])
Suggested Software:
- Tensorflow
- [login to view URL]
- A dataset has been built for this project with 1001 labeled images, however, it might some extra thinking/rework
Skills desired:
- First Experience in Raspberry Pi
- First Experience with Tensorflow/Machine Learning
- ideally, a bit of interest in environmental topics/protection
Ideally also:
- able to start relatively quickly
- should document all steps in Github
- should join us in our Slack
Notes:
- This is a non-profit project
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ID dự án: #24036194
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Hi. This sounds like a cool usage of machine learning. I actually think that I have another use case for the software, I can mount a GoPro to my road bike and take video. One could use the software to count the amount Thêm
21 freelancer chào giá trung bình $14/giờ cho công việc này
We are a team of Electrical and Electronics engineers and we are Excellent in the following areas: • Embedded C Programming. • VHDL/Verilog, LABView • Microcontroller like Arduino, Raspberry Pi, FPGA, AVR, PIC and STM Thêm
********YOU WILL GET PERFECT RESULT IN TIME ******* ***** Thanks for your posting! I am an image processing expert with full experiences using machine learning such as tensorflow, caffe, darknet, etc and opencv, intel Thêm
hi , i have experience in counting plastic bottles, can using Raspberry Pi. had developed a reverse vending machine already . can deliver solution for your project. Thanks
Hi. I am Shaheryar a Computer vision and machine learning engineer. I have a Raspberry pi 4 with 4GB RAM with me on which I am doing groceries products objects detection counting for developing an Autonomous checkout s Thêm
Hello, I am an expert in computer vision and deep learning. I have worked on raspberry pi, and object detection and counting. I am working on a startup(just started making a website) so I have a team of students whom I Thêm
Hi sir.. I am an electrical and electronics engineer. I have 3 years of experience in raspberry pi. I have gone through your requirements. I can do this project perfectly. Recently I did a similar project on opencv. So Thêm
Hello, client. I just read your request carefully and I'm very excited to work on this. I have rich experience in Raspberry, Arduino and Esp 8266. I had developed GPS, GSM and Home seer system and a lot of web appli Thêm
Hello, I am an Internal Tool and Automation Engineer by profession. I have been working with Python and C++ for the past 7 months on a Flight controller module for my current company . I have a decent experience in Ard Thêm
I will surely help you in setting up a system to count the plastic bottles which will swimming the rivers. I have some queries, please explain in a detailed way: -Your system is an existing system or do you want to sta Thêm
Hi, I have good working experience with Python/Django/Flask/QT/QML/Kivy + Different databases like PostgreSQL/MongoDB/MySQL + Live servers like AWS/DigitalOcean/Odoo/Heroku/pythonanywhere + RPI/Arduino + RESTful APIs Thêm