Are there any open source datasets? Veri-Wild, Veri-776 and VehicleID are not available for anything associated with potential commercial development. My team is looking to make a simple POC but quality datasets are proving extremely difficult to find regarding re-id.
Hi, amazing job !! I try to work on that too but I've got some difficulty to find dataset of this type. Is it possible to share the data ( multi camera video) ? Or if you can suggest any free dataset that record footbal game with multi camera angle ? Thanks
How can you compensate the image distortion due to the perspective view? Simply finding the change of pixel could not actual calculating the vehicle speed. I have worked a project about intersection collision prediction system, a method called "Distance map" is generated with big data and DL, to add a weighting to each pixel on the captured view, this project won an award from Geneva inventions Bronze Medal.
@@DrTangerineAI ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-mHkz8yT_vxY.html Thanks. This video shows the concept what I have applied to my project for actually detect the vehicle speed
Hi, This is a great work. We, a group of researchers from NC State University, are looking for a similar commercially available tools. Could you please give us some direction in that regard?
Hi... Thank you for the tutorial.. It's impressive. I have one question. Can we make the animation of moving objects a function of time? the program will run and continuous animation will run??? Thank you
You can find our GitHub repo here: github.com/zhengthomastang/2018AICity_TeamUW. The input is the original video and the output includes the coordinates of bounding boxes at each time index. The animation can be produced online or offline, which is just for visualization purpose.
where is the tutorial ? He is very greedy, just showing video is not a great fun. May be this video belongs to someone else. I disliked this video completely. I am sorry.
Accoding to your description, we are to our inquiries to aicity but i hope you won't mind answering this question: I'm working on a project and I would like to track vehicles. If I contact aicity and ask them for access, will they give it to me or do i have to participate in the 2021 challenge first? Don't mean to repeat the question but you said we can still access 2019 datasets. Where? Can you please provide the link? As for your source code, thank you for sharing. Is there a document I can sign for you if and when I use your code? In your GitHub link, you asked us to site your paper. Is there something more official I can do for you? And would it be possible to contact you here again for inquiries about your code? Thank you again.
Our demonstrated experiments were conducted on the 2018 version of the AI City Challenge data sets. From what I learned, NVIDIA cannot release the 2018 version any more. However, the 2021 version is currently available, which is an expanded set of the 2020 version and 2019 version. They now have a much larger city-scale data set along with better annotations. Hope it will still help your research. Please email to Prof. Jenq-Neng Hwang (hwang@uw.edu) if you want to use the code for commercial purpose. For paper citation, you may ignore it if you are not publishing a conference/journal paper. For other technical questions, please add them to the Issues of our GitHub repo, so that other people can see our answers as well. Thanks.
@@DrTangerineAI Thank you for the prompt response. I understand that 2018 is no longer available but I wanted to know if all i had to do to get access to those datasets is to literally request it from them by email instead of having to participate ie datasets are only available to participants. I'll look at your code and post in the ISSUES section just like you asked if I run into anything. Thank you again for responding and for the email.
Yes. You can find the results in our paper: openaccess.thecvf.com/content_cvpr_2018_workshops/w3/html/Tang_Single-Camera_and_Inter-Camera_CVPR_2018_paper.html
We did make use of fuzzy plates. But our new work for vehicle re-identification does not require the use of license plates: arxiv.org/abs/2005.00673. The GitHub repo is here: github.com/NVlabs/PAMTRI.
Here is the GitHub repo: github.com/zhengthomastang/2018AICity_TeamUW. It is an offline method. Since the code is broken down into multiple parts, it is hard for us to measure the runtime.
how to determine the position of each object identified in the video in the output like this bus: 89% , Position : (0.032253, 0.110209), Height and Width : 0.063911, 0.072384
@Zheng Tang, Could you please let me know about the data collection? What camera was used? Also could you please suggest a camera for night-time data collection ?
@@DrTangerineAI please could you please take a look in this project , i want to draw directions of vehicle with colors like your project , github.com/JdeRobot/traffic-monitor
Sir please see this code i tried since 2 weeks to draw directions of vehicle with colors with function cv::line , unfortunately i haven't succeed , could you please give me 5 min .
Hi @Zheng Tang thank you for making this project opensource , i have a question aboutrun , how can i put the input video? , and its possible to allow camera ip With RSTP protocol ? thank in advance
@@DrTangerineAI i try to generate parametre of camera , its give me this message : ""Reprojection error is small enough. Stop generation"". please i need your help
@@zakariaharakat7759 This is the expected message as the objective error is small enough. The generation stops, and you can collect the output results.
You used a high spec desktop in those experiments, I was wondering if the track 1 experiments could be done on a mid-low spec machine, I want to try it since I work in a traficc monitoring enterprise and have access to street videos.
