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Transfer Learning Using PyTorch Lightning
Ayush ThakurNov 18Intermediate, Computer Vision, Domain Agnostic, Classification, Transfer Learning, PyTorch Lightning, Tutorial, ResNet, Panels, Plots, Slider, ImageNet
Fine-Tuning ResNet-18 for Audio Classification
John HartquistOct 27Intermediate, Audio, Classification, fastai, Experiment, Research, ResNet, Github, Panels, Plots, Sweeps, Fine-tuning
Unsupervised Visual Representation Learning with SwAV
Ayush Thakur, Sayak PaulSep 04Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots
Understanding the Effectivity of Ensembles in Deep Learning
Sayak Paul, Ayush ThakurJul 24Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, Research, CNN, ResNet, Github, Panels, Plots, CIFAR10
The Power of Random Features of a Convolutional Neural Network (CNN)
Sayak PaulMay 18Intermediate, Computer Vision, Object Detection, Keras, Experiment, Research, CNN, ResNet, Panels, Plots, CIFAR10, Normalization
How Efficient Is EfficientNet?
Ajay ArasanipalaiApr 22Intermediate, Computer Vision, PyTorch, Research, EfficientNet, ResNet, Plots
Experimenting with EvoNorm Layers in TensorFlow 2
Sayak PaulApr 19Intermediate, Computer Vision, Classification, Keras, Research, EfficientNet, MobileNet v2, ResNet, Github, Plots, Sweeps, CIFAR10
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