global-average-pooling

There are 0 repository under global-average-pooling 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.
deep-learning tensorflow cnn image-classification keras convolutional-neural-networks tensorflow2 tensorboard python python3 matplotlib jupyter notebook neural-network regularization dropout global-average-pooling max-pooling deep-neural-networks kaggle
Language:Jupyter Notebook 25
mr7495 / image-classification-spatial
A novel architecture for enhancing image classification. Reference paper: https://arxiv.org/abs/2104.12294
image-classification global-average-pooling depthwise-convolutions depthwise-separable-convolutions feature-selection feature-extraction imagenet-dataset intel-image-classification
Language:Jupyter Notebook 5
copev313 / Chatbot-Using-Deep-Learning
We build a chatbot by implementing machine learning and natural language processing.
python jupyter-notebook tensorflow keras neural-networks sequential-models embedding-models global-average-pooling dense-layers label-encoding user-intent sklearn text-preprocessing
Language:Jupyter Notebook 4
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
cnn cnn-classification cnn-keras convolutional-neural-networks deep-learning detection-model fully-connected-network global-average-pooling linear-svm machine-learning performance-metrics plotting-performance-graphs pothole-detection scikit-learn svm svm-classifier svm-model transfer-learning vgg16
Language:Jupyter Notebook 4
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.
cnn tensorflow keras face-detection image-processing xception resnet-50 maxpooling convolutional-neural-networks global-average-pooling bottleneck-features
Language:HTML 3
OValery16 / CNN-localization-
Tutorial to show how to extract object localization
cnn cnn-localization class-activation-maps global-average-pooling
Language:Jupyter Notebook 3
SanjarH / Sarcasm-Detection
Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.
data-science logistic-regression machine-learning python sarcasm-detection sgd-classifier support-vector-classifier visualization accuracy bayes-classifier deep-learning early-stopping embeddings global-average-pooling gru keras-tensorflow lstm-neural-networks simplernn
Language:Jupyter Notebook 2
ltfschoen / aind2-cnn
mlp tensorflow training testing validation image-recognition one-hot-encode deep-neural-networks keras multi-layer-perceptron multi-layer-architecture model-architecture loss-functions optimiser classification convolutional-neural-networks image-augmentation global-average-pooling
Language:Jupyter Notebook 1
shayanaamir / Urdu-Music-Genre-Classification
Urdu Music Genre Classification using Convolution Neural Networks and Transfer Learning.
python3 python deep-learning cnn-keras cnn-classification global-average-pooling vgg16 music-genre-classification
Language:Jupyter Notebook 1
guilhermedom / mobilenet-transfer-learning-flowers
Transferring MobileNetV2's feature extractor layers to classify flower images.
cnn flower-classification global-average-pooling mobilenetv2 neural-network python tensorflow transfer-learning
Language:Jupyter Notebook