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global-average-pooling

Here are 10 public repositories matching this topic...

mayur7garg / PlantLeafDiseaseDetection

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

Updated May 2, 2021
Jupyter Notebook

mr7495 / image-classification-spatial

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

Updated May 1, 2021
Jupyter Notebook

nive927 / Pothole-and-Plain-Road-Classification

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

Updated Apr 16, 2021
Jupyter Notebook

copev313 / Chatbot-Using-Deep-Learning

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

Updated Aug 18, 2021
Jupyter Notebook

cakmakaf / dog_breed_classifier

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

Updated Nov 25, 2018
HTML

OValery16 / CNN-localization-

Tutorial to show how to extract object localization

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

Updated Nov 4, 2018
Jupyter Notebook

SanjarH / Sarcasm-Detection

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

Updated Jun 15, 2022
Jupyter Notebook

shayanaamir / Urdu-Music-Genre-Classification

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

Updated Jan 11, 2022
Jupyter Notebook

ltfschoen / aind2-cnn

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

Updated Jun 22, 2017
Jupyter Notebook

guilhermedom / mobilenet-transfer-learning-flowers

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

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

Updated Oct 24, 2022
Jupyter Notebook

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