Comparison of class activation maps & gradient based class activation (GRAD-CAM) algorithm

Comparison of class activation maps & gradient based class activation (GRAD-CAM) algorithm

This research project aims to investigate the heat map visualization techniques used for classifying images. The focus will be on Class Activation Mapping and Gradient Class Activation Mapping technique. The process includes implementation of the algorithms and proceed to do testing with different i...

Saved in:

書目詳細資料
主要作者:	Lim, Cheng Yun
其他作者:	Deepu Rajan
格式:	Final Year Project
語言:	English
出版:	Nanyang Technological University 2023
主題:	Engineering::Computer science and engineering
在線閱讀:	https://hdl.handle.net/10356/165964
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Design and development of active learning for large classes
由: Sum, Meng-yih
出版: (2016)

Design and development of active learning for large classes
由: Tan, Jun Xiang
出版: (2018)

Design and development active learning for small classes enabled by technology
由: Vivekanth Chandran Mohan
出版: (2017)

Extracting class activation maps from non-discriminative features as well
由: CHEN, Zhaozheng, et al.
出版: (2023)

Class re-activation maps for weakly-supervised semantic segmentation
由: CHEN, Zhaozheng, et al.
出版: (2022)

One-class classification algorithm
由: Wong, Li Wen
出版: (2024)

A comparative sensor based multi-classes neural network classifications for human activity recognition
由: Aminpour, Ramtin, et al.
出版: (2018)

Class-based attack on graph convolution network
由: He, HeFei
出版: (2022)

Efficient algorithms to solve a class of resource allocation problems in large wireless networks
由: Luo, Jun., et al.
出版: (2009)

Personal positioning based on bayesian filters and user activity map
由: Hui, Fang
出版: (2014)

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals
由: Jahmunah, V., et al.
出版: (2022)

Fast decomposed gradient projection algorithm for sparse representation
由: Wei, Dan., et al.
出版: (2013)

Multi-agent deep deterministic policy gradient algorithm for swarm systems
由: Bedi, Jannat
出版: (2021)

EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI) USING GRAD-CAM AND EIGEN-CAM ON YOLOV5S MODELS
由: Nur Rahman, Arief

Activities in software project management class: An experience from flipped classrooms
由: Sakgasit Ramingwong, et al.
出版: (2018)

Under-sampling by algorithm with performance guaranteed for class-imbalance problem
由: Wattana Jindaluang, et al.
出版: (2018)

ECSE: A pseudo-SDLC game for software engineering class
由: Sakgasit Ramingwong, et al.
出版: (2018)

Multi-class classification of EEG in a brain-computer interface
由: Chong, Cherrie Ning Hui
出版: (2018)

Distance learning between image and class for object recognition
由: Wang, Zhengxiang
出版: (2013)

Tools and algorithms for high-level algorithm mapping to FPGA
由: Sunita Chandrasekaran.
出版: (2012)

Two-gradient direction FXLMS : an adaptive active noise control algorithm with output constraint
由: Shi, Dong Yuan, et al.
出版: (2019)

Smartphone orientation estimation algorithm combining Kalman filter with gradient descent
由: Yean, Seanglidet, et al.
出版: (2020)

EEG waveform class based brain computer interface
由: Cheung, Mile Kwok Yue.
出版: (2010)

Robust neural training and pruning algorithms for a class of nonlinear tracking control systems
由: Ni, Jie
出版: (2008)

Cross-layer optimization for multi-class VSG CDMA in Rayleigh fading
由: Pongsatorn Sedtheetorn
出版: (2018)

Multi-class heterogeneous domain adaptation
由: Zhou, Joey Tianyi, et al.
出版: (2019)

Map matching algorithms for intelligent transportation system
由: Hou, Xiangting
出版: (2021)

Discretized-Vapnik-Chervonenkis dimension for analyzing complexity of real function classes
由: Zhang, Chao, et al.
出版: (2013)

Academic Publishing Solution Based on LATEX Class Package Implementation for ITMSOC Journal
由: Jarurote Tippayachai, et al.
出版: (2020)

Secret-sharing with a class of ternary codes
由: Kohel, David R., et al.
出版: (2013)

A selective-discrete particle swarm optimization algorithm for solving a class of orienteering problems
由: GUNAWAN, Aldy, et al.
出版: (2017)

Improving tail-class representation with centroid contrastive learning
由: Tiong, Anthony Meng Huat, et al.
出版: (2023)

A micropower low-distortion digital class-D amplifier based on an algorithmic pulsewidth modulator
由: Gwee, Bah Hwee, et al.
出版: (2009)

Teaching and learning enabled by technology : design and development of active learning for small classes
由: Khor, Le Yi
出版: (2018)

Image quality assessment based on gradient similarity
由: Liu, Anmin, et al.
出版: (2013)

MAP-Coverage: A novel coverage criterion for testing thread-safe classes
由: WANG, Zan, et al.
出版: (2019)

One-class classification using extreme learning machine with subspace feature mapping
由: Yang, Yongzhong
出版: (2014)

Stability analysis of gradient-based training algorithms of discrete-time recurrent neural network
由: Wu, Yilei
出版: (2008)

A map-based model-driven testing framework for automated driving systems
由: Tang, Yun
出版: (2023)

Comparison of nature-inspired algorithms
由: Tham, Choon Fai
出版: (2015)