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grad-cam-visualization

Here are 31 public repositories matching this topic...

explainable-cnn

ashutosh1919 / explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

Updated Aug 29, 2023
Python

IbrahimSobh / see-inside-cnn

Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras

deep-networks cnns saliency-maps convolution-layer grad-cam-visualization visualization-methods

Updated May 17, 2020
Jupyter Notebook

gaurav104 / WSS-CMER

Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf

deep-learning grad-cam medical-imaging self-learning weakly-supervised-learning class-activation-maps brats class-activation-map multi-modal-imaging multi-modal-learning weakly-supervised-segmentation brats2019 grad-cam-visualization transformation-equivariance

Updated Nov 1, 2022
Python

WaterKnight1998 / spegc-datathon

First position in Gran Canary Datathon 2021

tensorflow keras grad-cam pytorch fastai gradcam weakly-supervised-detection tensorflow2 albumentations grad-cam-visualization weakly-supervised-object-detection gradcam-heatmap

Updated Sep 29, 2021
Jupyter Notebook

manjaryp / GANvsGraphicsvsReal

Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet

deep-neural-networks computer-vision deep-learning computer-graphics grad-cam gan efficientnet grad-cam-visualization real-image classify-real-gan-images classify-real-graphics-image stattistical-significance natural-versus-computer-generated

Updated Aug 14, 2023
Jupyter Notebook

miguelaltuve / ICHdetection

Intracerebral Hemorrhage Detection on Computed Tomography Images Using a Residual Neural Network

app machine-learning computer-vision deep-learning neural-network matlab grad-cam biomedical-engineering resnet-18 grad-cam-visualization app-designer intracerebral-hemorrhage

Updated Jun 11, 2022
MATLAB

PerXeptron / CAM-Localization

Heat Map 🔥 Generation codes for using PyTorch and CAM Localization Algorithm.

heatmap pytorch pytorch-cnn densenet-pytorch chest-xrays grad-cam-visualization

Updated Jul 1, 2020
Python

baotramduong / Explainable-AI-Scene-Classification-and-GradCam-Visualization

We will build and train a Deep Convolutional Neural Network (CNN) with Residual Blocks to detect the type of scenery in an image. In addition, we will also use a technique known as Gradient-Weighted Class Activation Mapping (Grad-CAM) to visualize the regions of the inputs and help us explain how our CNN models think and make decision.

computer-vision deep-learning cnn resnet-18 grad-cam-visualization

Updated Sep 10, 2021
Jupyter Notebook

Arka-Bhowmik / mri_triage_normal

Deep Learning Breast MRI Segmentation and Classification

python docker machine-learning deep-learning tensorflow matlab keras grad-cam segmentation mri-images vgg16 u-net 2d-image grad-cam-visualization

Updated Aug 4, 2024
Jupyter Notebook

IDU-CVLab / Images_Preprocessing

Prerocessing the images before classification as well as visualizations aiming at understanding how the final model performs classification

histogram image-processing segmentation binarization grad-cam-visualization

Updated Sep 23, 2022
Jupyter Notebook

anoopkdcs / GANvsGraphicsvsReal

Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet

deep-neural-networks computer-vision deep-learning computer-graphics grad-cam gan efficientnet grad-cam-visualization real-image classify-real-gan-images classify-real-graphics-image natural-versus-computer-generated

Updated Aug 14, 2023
Jupyter Notebook

d4nh5u / Covid19_CT_Attention

Exploring the Application of Attention Mechanisms in Conjunction with Baseline Models on the COVID-19-CT Dataset

python deep-learning pytorch attention-mechanism medical-image-processing resnet-50 google-colab densenet121 densenet169 covid-19 ct-image grad-cam-visualization resnext-50 convnext-tiny

Updated Jan 13, 2024
Jupyter Notebook

Neloy-Barman / Interpretable-Bengali-Fish-Recognizer

Collecting fish image data, after training classifiers grad-cam is applied for the prediction interpretation

computer-vision cnn pytorch fastai xai huggingface grad-cam-visualization

Updated May 30, 2024
Jupyter Notebook

AhmadRK94 / Image-Classification-PyTorch

image classification using deep learning

deep-learning grad-cam pytorch mnist-dataset image-classification transfer-learning fastai resnet-50 pytorch-lightning grad-cam-visualization

Updated Jan 30, 2023
Jupyter Notebook

Wenhao-Yang / GradientFrequencyAttention

Gradient Frequency Attention: Tell Neural Networks where speaker information is.

pytorch attention-mechanism speaker-verification grad-cam-visualization

Updated May 23, 2024
Python

ZizZu94 / resnet-grad-cam

rad-Cam provides us with a way to look into what particular parts of the image influenced the whole model’s decision for a specifically assigned label. It is particularly useful in analyzing wrongly classified samples.

python pytorch resnet-18 colab-notebook grad-cam-visualization

Updated Jun 8, 2022
Jupyter Notebook

Safaa-p / Disease-classification-Plant-Village-dataset

Develop and train image classification models using advanced deep learning techniques to identify diseases specific to apples.

computer-vision deep-learning tensorflow grad-cam classification inceptionv3 normalization resnet-50 mobilenet imagehash desease tf-keras-vis grad-cam-visualization roc-auc-curve roc-auc-score

Updated Dec 8, 2023
Jupyter Notebook

AhmedBALAAZI / Detection-and-localization-of-COVID-19-and-Pneumonia-on-chest-radiographs

Detection and localization of COVID-19 on chest X-rays

deep-neural-networks computer-vision ensemble-learning transfer-learning chest-xrays penumonia covid-19 grad-cam-visualization

Updated May 30, 2024
Jupyter Notebook

Lusanji / Explainable-car-brand-classification-

Using LIME and Grad-CAM techniques to explain the results achieved by various image transfer learning techniques

deep-learning image-classification transfer-learning lime explainable-ai grad-cam-visualization

Updated Apr 16, 2023
Jupyter Notebook

NeelBhowmik / imfication

Image classification using deep learning models with activation map visualisation and TensorRT support

machine-learning image computer-vision deep-learning grad-cam cnn pytorch vgg resnet pretrained-models tensorrt cnn-classification explainable-ai image-classfication grad-cam-visualization activation-map

Updated Jan 17, 2024
Python

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