AtharvaMusale / Vehicle-Detection-and-Tracking-using-YOLOv3-and-Deep-SortLinks
I have used YOLOv3 Algorithm for Vehicle Detection and Deep Sort Algorithm for Vehicle Tracking. After tracking the vehicles I have tried counting the number of vehicles in each lane. This will help us in real life implementations like Toll Booths(To cross check the collection) and Traffic Lanes Rules Monitoring(To check if heavy vehicles are fo…
☆17Updated 4 years ago
Alternatives and similar repositories for Vehicle-Detection-and-Tracking-using-YOLOv3-and-Deep-Sort
Users that are interested in Vehicle-Detection-and-Tracking-using-YOLOv3-and-Deep-Sort are comparing it to the libraries listed below
Sorting:
- CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate conten…☆47Updated 2 years ago
- Graduation Project. Vehicle speed estimation using computer vision and evolutionary-based camera calibration☆41Updated 2 years ago
- According to YOLOv3 and SORT algorithms, counting multi-type vehicles. Implemented by Pytorch.☆87Updated 11 months ago
- This is a Multi object tracker. Mainly it was build for tracking car movement in a junction.☆30Updated 2 years ago
- GitHub repo for my article at https://towardsdatascience.com/indian-car-license-plate-detection-using-yolo-v5-ae2574578175☆63Updated last year
- A tutorial for training YOLOv3 to detect traffic lights using BOSCH small traffic light dataset.☆127Updated 3 years ago
- Vehicle object detection & distance estimation using thermal imaging.☆34Updated 2 years ago
- Real-time Speed violation detection using Yolo and Deep-Sort☆41Updated 3 years ago
- Detect and track vehicles on a video stream and count those going through a defined line.☆96Updated 6 years ago
- This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed es…☆314Updated 2 years ago
- YoLo is a CNN architecture which specialize in object detection. I am using tutorial from https://www.pyimagesearch.com/2018/11/12/yolo-o…☆18Updated 5 years ago
- Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3☆66Updated 4 years ago
- Trajectory estimation of vehicles in crowded and crossroad scenarios☆10Updated 4 years ago
- This project is to detect cars that move in wrong way.☆19Updated 8 months ago
- The system takes video footage of a highway as input and provides statistics like the count of vehicles and an average estimated speed of…☆61Updated 6 years ago
- ☆46Updated last year
- deepsort + yolov3 + velocity-tracker☆20Updated 4 years ago
- Combined lane and vehicle detection pipeline comparing YOLOv2 and LeNet-5☆15Updated 7 years ago
- ☆67Updated 5 years ago
- Vehicle counting in a conjusted traffic road where background subtraction gives lower performance.☆39Updated 5 years ago
- ☆96Updated 5 years ago
- ☆13Updated 4 years ago
- ☆120Updated 4 years ago
- YOLO: Real-Time Object Detection☆36Updated 5 years ago
- deep_sort_yolov3☆42Updated 2 years ago
- Vehicle detection and tracking and speed estimation using opencv☆21Updated 7 years ago
- Implementation of darkflow on traffic sign detection and classification☆74Updated last year
- Vehicle detection and tracking using deep learning and computer vision.☆12Updated 4 years ago
- iTASK - Intelligent Traffic Analysis Software Kit☆29Updated 2 years ago
- Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)☆74Updated 5 years ago