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Hiding In Plain Sight: Deep Steganography
Ayush ChaurasiaJul 17Intermediate, Computer Vision, Experiment, Tutorial, Panels, Plots, Sweeps, ImageNet
Implementing and Tracking the Performance of a CNN in PyTorch
Ayush ThakurJul 07Intermediate, Computer Vision, Domain Agnostic, Object Detection, PyTorch, Tutorial, CNN, Plots, Sweeps, CIFAR10
Learning Dexterity End-to-End Using Weights & Biases Reports
Alex PainoMay 21Intermediate, Reinforcement Learning, Robotics, Keras, Case Study, Experiment, ORBB, Plots
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
The Al-Dente Neural Network: Part I
Sairam SundaresanMay 18Intermediate, Computer Vision, Object Detection, Experiment, Panels, Plots, CIFAR10
An Example of Transformer Reinforcement Learning
Leandro von WerraMay 13Intermediate, NLP, Reinforcement Learning, HuggingFace, Experiment, Panels, Plots, Slider, Sweeps
Does Model Size Matter? A Comparison of BERT and DistilBERT
Jack MorrisMay 12Intermediate, NLP, HuggingFace, Experiment, BERT, DistilBERT, Github, Panels, Plots, Sweeps, Large Models
Adversarial Policies in Multi-Agent Settings
Stacey SvetlichnayaMay 07Intermediate, Reinforcement Learning, Experiment, Research, Github, Panels, Plots
A Tale of Model Quantization in TF Lite
Sayak PaulApr 29Intermediate, Computer Vision, Keras, TensorFlow Lite, Experiment, MobileNet v2, Panels, Plots
Interpretability in Deep Learning With Weights & Biases: CAM and Grad-CAM
Ayush ThakurApr 27Intermediate, Computer Vision, Object Detection, Keras, Experiment, CAM, Panels, Plots, Slider
Transfer Learning With the EfficientNet Family of Models
Sayak PaulApr 26Intermediate, Computer Vision, Classification, Transfer Learning, Keras, Experiment, EfficientNet, Plots, Cat v Dog
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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