Python code to detect speed of cars from dashcam video recording
Budget $250-750 USD
I want to develop a python script that takes as input a video recording from a dashcam and estimates the speed of the cars in the video.
as I put you will also have the second by second speed, gps coordinates, and gyroscope measurements of the dashcam (mounted inside my car as I'm driving).
Basic method to solving the problem:
- retrain YOLOv3 to also detect licence plates in image. there are many open source licnese plate datasets out there. Yolo is already implelemeted in tensor flow in many open source github repos. you can use any of them.
- draw a bounding bos around each license plate.
- use edge detector to detect 4 edges of license palte.
- you will get real licnese plate dimensions (width and height in cm) as well as focal length of camera as input as well.
- use geometry to figure out coordinates of target license plate in 3d space for each frame. then detect centered of licnese plate.
- you will get frame rate of input video also. you can use this information to calculate speed of licnese plate from frame to frame.
- output in Csv or json format saying coordinates of 4 corners of each license plate, frame number, and estimated speed.
19 freelancers are bidding on average $680 for this job
Hello sir. As a computer vision expert, i'm glad to see your project. if you give me your project, i think i can help you well. I read your description carefully. I can follow your idea. Please contact me. I will More
Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding OpenCV, More
Hello, there, I am very happy to put my bid on your project. I am an expert of computer vision and senior python developer, so I am interested in and confident to do this project. I hope to discuss everything of the More
Hello Sir, I am the expert freelancer here. I am on the 6th position through out the world to deliver the quality job. I have deliver here more than 385 + projects with 100% client satisfaction. I have more than 5 More
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 MATLAB/PYTHON specially in Machin More
Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience with computer vision and programming. I would love to speak with you further abou More
Hi there, I have read the details I am experienced with Machine Learning, Mathematics, OpenCV, Python. I can help you with this job, Please come to chat so we can discuss this job.
dear Sir, I can do this project. I am a researcher in deep learning, I can assure you that if you work with me once, you will always work with me for these kinds of projects.
Hello sir. I'm excited about your project, because I've really rich experience in Car Speed Detection Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wo More
I have done project related to YOLO 3, and more specifically for traffic analysis, object detection and clarification like if it's a car, bike or trunk. The only thing that I'm not familiar with is speed recognition of More
[login to view URL] I saw your project description carefully and i'm very interesting your project. But i have some question about your project. If u have enough time to discuss about your project with me ,please contact me. An More
Got an excellent team and my team has 7 years of experience into C/C++ & OpenCV,OCR using Tesseract & Deep Learning using Keras. Can very well execute this Project as we have already done something of this sort. We ha More
Thanks for your job posting! I am a C++ & C# Developer with full experience. I have developed a lot image processing projects (car number plate detect and recognition, capcha recognition(ocr), symbol recognition(oc More
Hello, I am a Python Expert, i can help you. You can see my portofolio on my video chanel: Best regard
njknkhjgvghvghvn bnvgcfcfgc fghfgkhjghf gf fghfgvbvfgdrdrtgfgfgfvbxdfse fghf tyfrdgccfdrdugfgcvcrdr fg