[PDF] Top 20 Deep Fake Image Detection based on Pairwise Learning
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Deep Fake Image Detection based on Pairwise Learning
... the fake image detection, therefore, we adopt a sub-network as the ...classification learning can be quickly learned by the cross-entropy loss ... See full document
10
Deep-Learning Based Real-Time Multiple-Object Detection and Tracking from Aerial Imagery via Flying Robot with GPU-based Embedded Devices
... Target detection has attracted significant attention for autonomous aerial vehicles due to its notable benefits and recent ...Pedestrian detection [3], dynamic vehicle detection and obstacle ... See full document
25
Object Detection in an Image using Deep Learning
... object detection supported ...the detection problem . It elaborates on the common object detection model based on deep ...object detection and ... See full document
6
A deep-learning based feature hybrid framework for spatiotemporal saliency detection inside videos
... still image extended saliency model had been the bottom-up spatiotemporal methodology, which integrated the static and dynamic saliencies as proposed by Marat et al[11] for video ...the image based ... See full document
20
Automated Irrigation using IoT and Plant Disease Detection using Image Processing and Machine Learning
... Using Deep Learning for Image-Based Plant Disease Detection Used For In the following method, the training dataset containing 150 -170 images of mulberry plant leaves are analyzed and ... See full document
5
Deep Learning based MURA Defect Detection
... We tried both single stage and two stage DL based classification and localization pipelines to choose the base network. In single stage we tried Single Shot Detector (SSD) which also encompasses YOLO [10] and for ... See full document
7
Research on iris image encryption based on deep learning
... Deep learning uses a nonlinear neural network model to transform original data into higher-level abstract represen- tations through nonlinear ...transformations. Deep learning uses an ... See full document
10
Fake News Detection using Deep Markov Random Fields
... detecting fake news on social ...existing deep-learning-based methods of- ten ignore this information and only consider each news article ...of deep learn- ing while at the same time ... See full document
10
Research on Face Detection based on Deep Learning
... Training Alexnet networks requires a lot of positive and negative samples, positive samples refer to facial images, negative samples that do not contain the face of the image. We chose to cut the 10,000 face ... See full document
7
Small Satellite Cloud Detection Based On Deep Learning and Image Compression
... cloud detection draws great attention in the research area [2], [3], [4], ...as image classification [6], [7], CNN would provide better possibility of accurate on-board cloud detection in small ... See full document
12
Fake News Detection using Convolution Neural Network in Deep Learning
... sites based on personal opinions or interest. Fake news is misinformation or manipulated news that is spread across the social media with an intention to damage a person, agency and ...of fake news, ... See full document
15
Risk Detection Solution On Road Based On Image Processing And Deep Learning
... risk detection solution on the road for pupils based on object detection, face detection and distance ...of image processing and deep learning to detect dangerous objects, ... See full document
5
Deep Learning based Bird Audio Detection
... First, in an audio clip only the presence or the absence of birds is known but not knowing the time stamps of the bird calls and other sounds. Detecting the presence of bird calls in audio recordings can serve as a basic ... See full document
6
Hybrid Technique for Medical Data Classification using Multi Layer Perceptron with NB Classifier
... human learning at some dimension. Computerizing the procedure of learning securing for information based frameworks is a case of a specialized ...of learning techniques, for example, their ... See full document
6
A deep learning method for pathological voice detection using convolutional deep belief networks
... Figure 1 shows the block diagram of proposed pathological voice detection system. First, pre-processing steps, such as resampling, reshaping techniques, are applied to the speech recordings. Short-time Fourier ... See full document
5
Fake Product Identifier
... Counterfeit Detection of Paper Bill: [2] uses Canny Edge Technology which presents image enhancement and image ...counterfeit detection on some Philippine notes which was achieved by a ... See full document
5
Content-Based Image Retrieval using Deep Learning
... large image repositories. The size of image collections has increased rapidly due to this, including digital libraries, medical images ...develop image retrieval systems which operates on a large ... See full document
44
The Detection of Fake Messages using Machine Learning
... The classifier has been programmed in Python. The Python package Scikit-learn was used for this study. Scikit-learn contains efficient and straightforward tools for data mining and data analysis and is open source. This ... See full document
7
Deep Learning-Based Classification of Remote Sensing Image
... that deep learning-based classification network can extract features from the image, achieve hierarchical abstraction, founded on a certain number of labeled data-set and generate a ... See full document
5
Identify the Fake Currency in Automatic Teller Machine
... this image of paper currency will be acquired by simple scanner or digital ...The image acquired is RGB image then it will be transformed into gray ...Edge detection of the whole gray scale ... See full document
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