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Streaming Video Object Detection and Tracking: Raspberry Pi, Python, openCV

$750-1500 USD

Complété
Publié il y a plus d’un an

$750-1500 USD

Payé lors de la livraison
Streaming Video Object Detection and Tracking: Raspberry Pi, Python, openCV $750.00 – 1,500.00 USD Hello Raspberry Pi Developers! PLEASE READ this description very carefully. Take your time, I will not decide on a freelancer within hours. This is an AI camera detection project . If you are not expert in this field, please skip. PLEASE READ the attached PDF document to this proposal. It has much more detail than this description. ONLY APPLY IF you are fluent in Python on a Raspberry Pi. Must have exposure to openVC and using RTSP video streams from IP cameras. MUST HAVE a Raspberry Pi 4 single board computer. Scope of Project To develop a vision-based autonomous system to detect migrating birds from the video stream of a thermal IP Camera. The video stream will be taken from the RTSP (Real-Time Streaming Protocol) of the IP camera. We have the camera and will provide you with a link to the RTSP video stream (winning bid). For testing purposes you will need to work from saved video files that are located on our YouTube channel over the RTSP video stream since birds are not migrating currently. Links below to video clips of birds migrating in the 2022 fall season taken from the thermal IP camera. The birds are small and at high altitude, and will appear and just dots on the screen (only a few pixels wide). We are looking for a developer to develop a Raspberry Pi 4 web server application to detect the individual birds from the RTSP video stream of the IP camera, count them, track the entry x,y position in the frame, and track the exit x,y position as it exits the frame, and store this data along with the time of detection in a database. Example video footage of migrating birds taken from the IP thermal camera: [login to view URL] Development Framework and Strategy The framework for the system should be web based. We should be able to access the application from a browser. Consider running the Pi code on something like Caddy Web Server. This is a Phase 1 development application for proof on concept. If we can get this performing well we will award a Phase 2 development for porting this code to a Cloud Web Server. Please keep this in mind developing this application. Tasks to be Completed 1. Pull the RTSP video stream from the Thermal IP camera into openCV to be analyzed. (The link to the RTSP camera will be provide to the developer awarded this bid) Note: This should be a parameter we can change easily for different camera RTSP links. 2. Develop a live video detection algorithm using openCV to detect each bird coming into the frame and track the bird until it exits the frame. Since the birds are just dots you can use the openCV blob detection which should make this much simpler. 3. For each detection record the detection in a database which includes the x,y pixel position on the video frame that the bird enters the frame along with the time & date, and the x,y pixel position the and time & date the bird exits the frame. 4. Display the live video feed with boxes around the bird detected as they move across the frame. 5. Histogram display of detection data using something like [login to view URL], [login to view URL] Include a histogram of total detection's per day and another graph showing total detection per hour of each individual day. 6. Include a method to download the contents of the database by a date range in CSV format. Deliverables 1. The source code will be put into a private GitHub repository. Login information to the private repository will be give upon the award of this project. 2. A Raspberry Pi image will be created that can easily be installed on to a SD card by using the Raspberry Pi Imager or balenEtcher.
N° de projet : 35856709

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17 propositions
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Actif à il y a 1 an

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$0 USD en 7 jours
5,0 (13 commentaires)
6,6
6,6
17 freelances proposent en moyenne $1 168 USD pour ce travail
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Nice to talk you PixCams, After reading in detail the requirements of your project and concluding that they match my areas of knowledge and skills, I would like to introduce myself. My name is Anthony Muñoz and I am the lead engineer for DS Pro IT agency. I have worked for over 10 years in Backend and software development and have successfully done multiple jobs. It will be a pleasure to work together to make your project a reality. Please feel free to contact me. I´m looking forward to working with you. I really appreciate your time and remain attentive to any request or question. Greetings
$1 081 USD en 7 jours
5,0 (5 commentaires)
5,2
5,2
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Hi, We would like to grab this opportunity and will work till you get 100% satisfied with our work. Lets connect in chat so that We discuss further. Thank You
$1 100 USD en 7 jours
5,0 (2 commentaires)
4,5
4,5
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Hi. How about you? I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL, Computer Vision who has 10+ years of experiences in Raperberry Pi and Python. Please contact me to discuss about the project in more details. Thanks. Best Regards. From Bac.
$1 000 USD en 7 jours
5,0 (3 commentaires)
4,2
4,2
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⭐⭐⭐⭐⭐I am senior Firmware & PCB Design,Java, C#,and C++ Developer ⭐⭐⭐⭐⭐ Hello I am Inigo H. I've seriously read your post and I have understood what you need. I am sure that I can be the best developer who can perfectly complete your project. I am a senior Firmware developer with 15+years of experience. I have rich experience in firmware development with ESP32 ,STM,ARDUINO,RSPBERRY and PIC,PLC,FPGA,etc. I also have rich experience GPRS, GPS, SMS, IoT I also have rich experience PCB Design. I have also rich experience C#,C++,QT,Java programming I have completed 100+ Projects over Freelancer with all 5 Star rating...without letting down a single Client....As Many Clients are still in touch based on my Working strategies and their satisfaction on their all previous Projects. I think it is necessary to discuss further over chat. Best Regards !
$1 100 USD en 7 jours
5,0 (2 commentaires)
3,8
3,8
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*** Image Processing & Machine Learning Expert *** Hello I am a Image Processing and Machine Learning Expert with full skills and experiences of this field. So i have developed so many Image Processing Projects such as Face Recognition/Swap, ANPR, OMR, OCR, MRZ, Object counting, pose detection, captcha recognition, image segmentation(image background remove), Image edit application, etc. I am really good with Libs for Computer Vision and Machine Learning, such as OpenCV, Tensorflow, Torch, Caffe, Keras and many DNN models. So i can make perfect result for you in time with my full skills and experiences. Please let's discuss more details in chat. Hope to get touch with you soon. Best regards.
$750 USD en 2 jours
5,0 (3 commentaires)
3,8
3,8
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Hi, I am a professional web developer and I can do this job for you. I have 5 years of experience in web development. I have done many projects like this. I can do this job for you. I can start right now. Please contact me. Thanks
$750 USD en 3 jours
5,0 (2 commentaires)
3,8
3,8
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Hello, I have read the job description and I am very interested in this job. I look forward to hearing from you. Best Regards, Jaime.
$1 125 USD en 7 jours
5,0 (9 commentaires)
3,0
3,0
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This project requires an AI developer who is proficient in Python and has experience with openCV on a Raspberry Pi 4 single board computer. The goal is to develop a vision-based system to detect and track migrating birds from a thermal IP camera video stream using RTSP (Real-Time Streaming Protocol). The developer should be able to pull the RTSP video stream into openCV, develop a live video detection algorithm using openCV's blob detection, record bird detections in a database, display live video feed with detection boxes, and create histograms of detection data using Plotly.js. The source code will be stored in a private GitHub repository, and a Raspberry Pi image will be provided for easy installation.
$1 125 USD en 10 jours
5,0 (1 commentaire)
2,8
2,8
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Hi There, Good day! Hope you are doing fine. ⭐ I will work with milestone only and release money as per good work progress. ⭐ I have gone through your initial project requirement and understand your project details.⭐ ⭐ I would like to ask question before start your work then we will decide budget and deadline.⭐ Let's have a quick conversation on the details to proceed further with this project. We look forward to work with you:)
$1 125 USD en 7 jours
5,0 (2 commentaires)
2,0
2,0
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Hey Good morning , Just finished reading the brief details and currently going through attached files . I see you have been looking for someone who has experience with these tech stacks Docker Compose, Linux, OpenCV, Raspberry Pi and JavaScript. I will request you to review my profile, skills, projects and customer feedbacks to confirm that I will be good fit for this job. I would like you to start the chat so we can discuss the project in detail and we will see how it goes. Questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Thanks and regards, Awais
$1 500 USD en 15 jours
0,0 (0 commentaires)
0,0
0,0

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Drapeau de UNITED STATES
Export, United States
5,0
1
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Membre depuis juil. 6, 2022

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