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:
- This is a Multi object tracker. Mainly it was build for tracking car movement in a junction.☆30Updated 3 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…☆319Updated 3 years ago
- Detect free parking lot available for cars☆83Updated 4 years ago
- According to YOLOv3 and SORT algorithms, counting multi-type vehicles. Implemented by Pytorch.☆86Updated last year
- Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)☆74Updated 6 years ago
- CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate conten…☆51Updated 2 years ago
- Turkish Traffic Sign Detection and Classification using Faster R CNN Inception v2 in Python☆17Updated 6 years ago
- ☆46Updated 2 years ago
- Collection of papers, code, notebooks, datasets and other resources for Multi Object Tracking (Vehicle tracking, Pedestrian tracking) | G…☆90Updated 4 years ago
- Graduation Project. Vehicle speed estimation using computer vision and evolutionary-based camera calibration☆42Updated 3 years ago
- Tracking and Trajectory Prediction☆38Updated 4 years ago
- Lane and obstacle detection for active assistance during driving. Uses windowed sweep for lane detection. Combination of object tracking …☆173Updated 5 years ago
- Detect and track vehicles on a video stream and count those going through a defined line.☆100Updated 6 years ago
- ☆120Updated 5 years ago
- This project is to detect cars that move in wrong way.☆20Updated last year
- A tutorial for training YOLOv3 to detect traffic lights using BOSCH small traffic light dataset.☆132Updated 4 years 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
- Detect and track vehicles and pedestrian from UAV videos☆27Updated 6 years ago
- Development of Deep Learning algorithms for Drivable Area Segmentation, Lane Segmentation, Traffic Sign Detection and Classification with…☆55Updated 3 years ago
- Vehicle object detection & distance estimation using thermal imaging.☆38Updated 3 years ago
- ☆100Updated 5 years ago
- Simple Online and Real time Tracking with Occlusion Handling☆50Updated 3 years ago
- A dataset of traffic, fire and accident images for training deep learning models.☆159Updated 6 years ago
- ☆99Updated 7 months ago
- real-time fire detection on Jetson Nano 2GB using NanoDet☆28Updated 4 years ago
- ☆67Updated 5 years ago
- In this project, urban traffic videos are collected from the middle section of Xi 'an South Second Ring Road with a large traffic flow, a…☆105Updated 4 years ago
- To train a model to detect German traffic signs with tensorflow object detection API☆35Updated 7 years ago
- Vehicle detection and speed measurement system☆60Updated 2 years ago
- ☆13Updated 4 years ago