I already built one using UIUC car dataset but it contains a little number of positive and negative samples (500 for each)?I need a trained classifier based on Large dataset.
Hello
Here providing link for HAAR cascade Xml file
http://alereimondo.no-ip.org/OpenCV/34
It does not contain cars. It contain human body elements and pedestrian only.
Thanks though.
https://github.com/andrewssobral/vehicle_detection_haarcascades
Unfortunately, ready made classifier works fine on their dataset and not in a generic way, also I would suggest HoG rather than Haar for car detection
Many researchers suggested that i need at least 7000 positive samples and more than that for negative samples. Any recommendation?
05 June 2016 7,958 3 View
I read that this can be done using the Dirichlet process model but I don't understand the concept?
02 March 2014 9,773 4 View
I have data when clustered using Euclidian distance alone give bad accuracy in certain situation. However when clustered based on other dissimilarity measure provides bad accuracy in different...
02 March 2014 9,521 0 View
Can anyone suggest me a simple and fast tutorial?
02 March 2014 1,603 1 View
This question aims to explore the intersection of artificial intelligence and autonomous vehicle technology. It seeks to identify the key challenges faced in implementing AI for recognition...
20 July 2024 3,469 2 View
I am currently working on a research paper focused on the control of Connected and Autonomous Vehicles (CAVs) utilizing multi-agent reinforcement learning methods. At this stage, I am seeking a...
14 July 2024 2,620 2 View
Dear colleagues, Is it possible to send me the list of journals impact factor for the year 2024 (classification is for the year 2023)? excel format if it is possible. Thank you in...
29 June 2024 2,102 3 View
A binary classifier based on multivariate Gaussian models, which estimates the mean vector and the variance-covariance matrix during the training phase and returns the class with the highest...
23 June 2024 10,114 1 View
Receiving reviews of a paper (Tehovnik, Carvey et al. 2003) in which we electrically stimulated the visual cortex of primates to evoke saccadic eye movements under various behavioral conditions to...
19 June 2024 4,676 0 View
Frameworks for AI governance The use of artificial intelligence in the company requires its control and monitoring by the company's governing bodies due to legal and regulatory requirements....
17 June 2024 8,956 5 View
1) In EEG Motor Imagery multiclass dataset, e.g., BCI Competition IV dataset IIa, which is a 4-class dataset (Right Hand, Left Hand, Tongue and both Feet). How can I classify the samples with...
14 June 2024 3,570 1 View
How does the application of generative adversarial networks (GANs) for data augmentation impact the robustness and accuracy of image classification models?
09 June 2024 2,923 2 View
How can attention mechanisms be integrated with convolutional neural networks to enhance performance in image classification tasks?
09 June 2024 2,432 3 View
How Satellite Bands (Landsat/Sentinal) and indices (NDVI/NDBI) were composite together (Layer stacked) (In a single layer) before performing supervised classification (MLC/SVM/RF etc)? How it...
06 June 2024 2,207 1 View