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Title: GitHub - devildances/NaturalScenesImageClassification: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models development are done in 2 ways, building the model from scratch and using pre-trained models. The data obtained from Kaggle, where the data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge.

Open Graph Title: GitHub - devildances/NaturalScenesImageClassification: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models development are done in 2 ways, building the model from scratch and using pre-trained models. The data obtained from Kaggle, where the data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge.

X Title: GitHub - devildances/NaturalScenesImageClassification: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models development are done in 2 ways, building the model from scratch and using pre-trained models. The data obtained from Kaggle, where the data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge.

Description: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models development are done in 2 ways, building the model from scratch and using pre-trained models. The data obtained from Kaggle, where the data was initially published on https://datahack.analyticsvidhya.com by Intel to host a Image classification Challenge. - devildances/NaturalScenesImageClassification

Open Graph Description: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models develo...

X Description: Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models develo...

Opengraph URL: https://github.com/devildances/NaturalScenesImageClassification

X: @github

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READMEhttps://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#image-of-natural-scenes-classificationintel-image-classification-challengebuild-from-scratch-and-use-pre-trained-models
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification/blob/main/images/dataset.png
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#short-explanation-about-convolutional-neural-network-cnn
1. CNN Architecturehttps://en.wikipedia.org/wiki/Convolutional_neural_network
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-cnn-architecture
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification/blob/main/images/cnn_architecture.jpeg
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-a-convolutional
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-b-pooling
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-c-fully-connected
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-d-receptive-field
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-e-weights
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#transfer-learning-from-pre-trained-models
their chapter on transfer learninghttp://amzn.to/2fgeVro
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#1-resnet50
https://camo.githubusercontent.com/5cb7b985a6108fe9b0317b746abcede177b6504abe8ef6e217c1f03db38cef31/68747470733a2f2f7777772e7265736561726368676174652e6e65742f7075626c69636174696f6e2f3333343736373039362f6669677572652f666967312f41533a37383633353634313434353538303840313536343439333338373738302f5468652d6172636869746563747572652d6f662d5265734e657435302d616e642d646565702d6c6561726e696e672d6d6f64656c2d666c6f7763686172742d612d622d4172636869746563747572652d6f662e70706d
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#2-vgg16
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ILSVRC-2014http://www.image-net.org/challenges/LSVRC/2014/results
https://patch-diff.githubusercontent.com/devildances/NaturalScenesImageClassification#3-inceptionv3
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ILSVRChttp://www.image-net.org/challenges/LSVRC/
datahack.analyticsvidhya.com/contest/practice-problem-intel-scene-classification-challe/https://datahack.analyticsvidhya.com/contest/practice-problem-intel-scene-classification-challe/
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