global-average-pooling

Star

Here are 13 public repositories matching this topic...

Language:All

Filter by language

All13 Jupyter Notebook12 HTML1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

mayur7garg /PlantLeafDiseaseDetection

Star31

Deep learning using CNN in tensorflow on Kaggle image dataset containing 87,900 different healthy and unhealthy crop leaves spanning 38 unique classes.

python deep-neural-networks deep-learning neural-network jupyter notebook tensorflow keras cnn python3 kaggle dropout image-classification tensorboard matplotlib regularization convolutional-neural-networks max-pooling global-average-pooling tensorflow2

UpdatedMay 2, 2021
Jupyter Notebook

mr7495 /image-classification-spatial

Star5

A novel architecture for enhancing image classification. Reference paper:https://arxiv.org/abs/2104.12294

feature-selection feature-extraction image-classification imagenet-dataset global-average-pooling depthwise-separable-convolutions intel-image-classification depthwise-convolutions

UpdatedMay 1, 2021
Jupyter Notebook

nive927 /Pothole-and-Plain-Road-Classification

Star5

Using deep learning and transfer learning techniques to differentiate plain roads and those with potholes using three different classifiers to obtain the best accuracy with the same convolutional base

machine-learning deep-learning svm scikit-learn cnn performance-metrics convolutional-neural-networks transfer-learning vgg16 svm-model cnn-keras svm-classifier fully-connected-network linear-svm global-average-pooling cnn-classification detection-model plotting-performance-graphs pothole-detection

UpdatedApr 16, 2021
Jupyter Notebook

OValery16 /CNN-localization-

Star4

Tutorial to show how to extract object localization

cnn class-activation-maps global-average-pooling cnn-localization

UpdatedNov 4, 2018
Jupyter Notebook

copev313 /Chatbot-Using-Deep-Learning

Star4

We build a chatbot by implementing machine learning and natural language processing.

python tensorflow sklearn keras jupyter-notebook neural-networks embedding-models global-average-pooling user-intent sequential-models label-encoding text-preprocessing dense-layers

UpdatedAug 18, 2021
Jupyter Notebook

SanjarH /Sarcasm-Detection

Star3

Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.

visualization python data-science machine-learning deep-learning embeddings gru accuracy logistic-regression bayes-classifier lstm-neural-networks keras-tensorflow support-vector-classifier sarcasm-detection global-average-pooling sgd-classifier early-stopping simplernn

UpdatedJun 15, 2022
Jupyter Notebook

cakmakaf /dog_breed_classifier

Star3

Given an image of a dog, our algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

tensorflow keras image-processing cnn face-detection convolutional-neural-networks maxpooling resnet-50 global-average-pooling bottleneck-features xception

UpdatedNov 25, 2018
HTML

shayanaamir /Urdu-Music-Genre-Classification

Star2

Urdu Music Genre Classification using Convolution Neural Networks and Transfer Learning.

python deep-learning python3 vgg16 music-genre-classification cnn-keras global-average-pooling cnn-classification

UpdatedJan 11, 2022
Jupyter Notebook

ltfschoen /aind2-cnn

Star1

training testing deep-neural-networks validation tensorflow keras classification model-architecture image-recognition convolutional-neural-networks mlp optimiser multi-layer-perceptron loss-functions image-augmentation multi-layer-architecture one-hot-encode global-average-pooling

UpdatedJun 22, 2017
Jupyter Notebook

martinoywa /turbo-guacamole

Star1

Custom Efficient Neural Network For Histopathological Lung Cancer Classification

deep-neural-networks pytorch lung-cancer-detection global-average-pooling histopathology streamlit effientnet

UpdatedJun 10, 2024
Jupyter Notebook

sultanazhari /verify-a-person-s-age-by-the-face

Star1

A supermarket chain called Good Seed wanted to see if Data Science could help them comply with the law by ensuring that they did not sell age-restricted products to underage customers. My task was to build and evaluate a model to verify a person's age.

tensorflow numpy pandas python3 keras-tensorflow adam-optimizer global-average-pooling image-data-generator dense-layers flatten-layers resnet50-model squential-keras dropuout-layers

UpdatedJul 3, 2024
Jupyter Notebook

guilhermedom /mobilenet-transfer-learning-flowers

Star0

Transferring MobileNetV2's feature extractor layers to classify flower images.

python neural-network tensorflow cnn transfer-learning flower-classification global-average-pooling mobilenetv2

UpdatedOct 24, 2022
Jupyter Notebook

abd84 /DermaStratif-Multiclass-Lesion-Stratification-and-diagnosis

Star0

DermaStratif classifies skin lesion images into 8 disease categories using EfficientNet-B0 with advanced fine-tuning techniques like Base Training, Adapter Fine-Tuning, and LoRA Fine-Tuning. The project includes a Flask app for real-time predictions with detailed disease information.

pytorch transfer-learning multiclass-classification fine-tuning global-average-pooling efficientnet low-rank-adaptation

UpdatedJan 19, 2025
Jupyter Notebook

Improve this page

Add a description, image, and links to theglobal-average-pooling topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with theglobal-average-pooling topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

global-average-pooling

Here are 13 public repositories matching this topic...

mayur7garg /PlantLeafDiseaseDetection

mr7495 /image-classification-spatial

nive927 /Pothole-and-Plain-Road-Classification

OValery16 /CNN-localization-

copev313 /Chatbot-Using-Deep-Learning

SanjarH /Sarcasm-Detection

cakmakaf /dog_breed_classifier

shayanaamir /Urdu-Music-Genre-Classification

ltfschoen /aind2-cnn

martinoywa /turbo-guacamole

sultanazhari /verify-a-person-s-age-by-the-face

guilhermedom /mobilenet-transfer-learning-flowers

abd84 /DermaStratif-Multiclass-Lesion-Stratification-and-diagnosis

Improve this page

Add this topic to your repo