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Udacity Self-Driving Car Engineer Nanodegree projects.
Created
2016-12-25
238 commits to master branch, last one 3 years ago
:oncoming_automobile: "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.
opencv
python
detection
prediction
tensorflow
data-science
deep-learning
computer-vision
image-processing
machine-learning
object-detection
speed-prediction
vehicle-counting
vehicle-tracking
color-recognition
vehicle-detection
deep-neural-networks
object-detection-label
vehicle-detection-and-tracking
tensorflow-object-detection-api
Created
2018-01-25
76 commits to master branch, last one 2 years ago
Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).
Created
2017-03-21
26 commits to master branch, last one 2 years ago
Vehicle Detection by Haar Cascades with OpenCV
Created
2016-02-28
16 commits to master branch, last one 4 years ago
This repository has no description...
Created
2018-04-08
28 commits to master branch, last one 3 years ago
This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset:http://ai.stanford.edu/~jkrause/ca...
Created
2016-11-22
41 commits to master branch, last one 2 years ago
The main objective of this project is to identify overspeed vehicles, using Deep Learning and Machine Learning Algorithms. After acquisition of series of images from the video, trucks are detected usi...
Created
2019-07-23
11 commits to master branch, last one 2 years ago
Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)
Created
2020-07-06
84 commits to master branch, last one 3 years ago
This is one of the best vehicle recognition applications. It can determine the car's license plate number, color, model, brand and year.
Created
2019-01-05
38 commits to master branch, last one about a year ago
Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859
Created
2018-10-19
80 commits to master branch, last one 3 months ago
The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detecti...
Created
2021-11-16
63 commits to main branch, last one 9 months ago
Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.
Created
2022-04-25
21 commits to master branch, last one about a year ago
This stands for Automatic Number/License Plate Recognition, ALPR, ANPR, Vehicle Number Plate Recognition, Vehicle Detection and Vehicle Tracking
Created
2023-12-17
17 commits to main branch, last one 3 months ago