Intel Image classification using CustomDataLoader and Tensorflow training loop with cutsom model evalution function to understand what's going behind Topics deep-learning tensorflow pytorch classification image-classification convolutional-neural-networks
GitHub - AliHaider20/Intel-Image-classification: This project was created as a final project as proof of understanding all the concepts of deep learning ...
Jul 06, 2019 · I have implemented a CNN model and a DenseNet121 and ResNet50 model (pretrained on imagenet) for the classification tasks. The CNN model achieved a test accuracy of 90.62% whereas the DenseNet121 model achieved a test accuracy of 92.2% and the ResNet50 model achieved an accuracy of 95.3% on the test set.
06.07.2019 · Intel-Image-Classification. Building a powerful Neural network that can classify Natural Scenes around the world. Description. The goal is to classify images under 6 ...
Dec 02, 2021 · Intel Image Classification. Hello world! This is a flask app for the deployment of a deep learning model trained to classify images among 6 classes: Building; Forest; Glacier; Mountain; Sea; Street. Demo. The project is currently deployed on Heroku platform. It's happening here. Run locally. To run the project, clone this repository and run the ...
Intel-Image-Classification. This is a Deep Learning Model to classify Images between 6 classes using CNN by Tensorflow and Keras. The Link of dataset on Kaggle: Intel Image Classificationd. The kernal on Kaggle: Multi-Classification using CNN by Keras.
02.12.2021 · Intel Image Classification. Hello world! This is a flask app for the deployment of a deep learning model trained to classify images among 6 classes: Building; Forest; Glacier; Mountain; Sea; Street. Demo. The project is currently deployed on Heroku platform. It's happening here. Run locally. To run the project, clone this repository and run the ...
30.10.2021 · Intel-Image-Classification Define some basic parameters Define the path to the datasets directories Define data loading function Explore the image labels Show the first nine images from the training dataset Layer (type) Output …
Intel-Image-Classification-Kaggle. This is image data of Natural Scenes around the world. CNN models with grayscale , rgb images is made having different ...
Building a powerful Neural network that can classify Natural Scenes around the world - GitHub - manashpratim/Intel-image-Classification: Building a powerful ...
Intel Image classification using CustomDataLoader and Tensorflow training loop with cutsom model evalution function to understand what's going behind Topics deep-learning tensorflow pytorch classification image-classification convolutional-neural-networks
Convolutional Neuaral Network (CNN); Pretained CNN. Dataset: Intel Image Classification. This Data contains around 25k images of size 150x150 distributed under ...