caltech256
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Exploring CNNs and model quantization on Caltech-256 dataset
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Nov 1, 2017 - Jupyter Notebook
257-way Image Classification using Fully Connected Neural Network, Convolutional Neural Network built from scratch and Transfer Learning
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Feb 9, 2018 - Jupyter Notebook
Transfer learning on VGG16 using Keras with Caltech256 and Urban Tribes dataset. Dark knowledge in transfer learning.
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Nov 21, 2017 - Jupyter Notebook
Classic nets(AlexNet, VGG, ResNet) implemented by pytorch. Caltech256 for training.
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Aug 25, 2021 - Python
Image recognition on CIFAR 10, CIFAR 100, Caltech 101 and Caltech 256 datasets. With the implementation of WideResNet, InceptionV3 and DenseNet neural networks.
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Jun 17, 2021 - Python
Benchmarks CNN, SVM (BoF), and Bernoulli NB on image classification using Caltech-256. Group project.
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Mar 23, 2025 - Jupyter Notebook
Image classification using transfer learning in convolutional neural networks.
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Apr 17, 2017 - Python
Image Classification Using Swin Transformer With RandAugment, CutMix, and MixUp
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Feb 29, 2024 - Jupyter Notebook
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