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CNN Explainer
CNN Explainer uses TensorFlow.js, an in-browser GPU-accelerated deep learning library to load the pretrained model for visualization.
convolutional-neural-networks tensorflow-js interactive interpretability
STEFANN: Scene Text Editor using Font Adaptive Neural Network
A generalized method for realistic modification of textual content present in a scene image. ⭐️ Accepted in CVPR 2020.
scene-image scene-text-editor font-adaptive font-generation
Deep Learning for Videos: A 2018 Guide to Action Recognition
In this post, I summarize the literature on action recognition from videos.
action-recognition video video-classification temporal-cnn
Fast Online Object Tracking and Segmentation: A Unifying Approach
We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
object-tracking siamese-networks convolutional-neural-networks computer-vision
Antialiased CNNs
Making Convolutional Networks Shift-Invariant Again.
convolutional-neural-networks shift-invariant paper video
Meme Classifier Using TFlite and flutter
Meme classifier using fine tuned mobilenet. This app showcases how you can perform low latency realtime classification apps using TFlite
convolutional-neural-networks transfer-learning tensorflow-lite demo
NAG - Network for Adversary Generation [Pytorch]
Generative approach to model the manifold of perturbations that can cause CNN based classifiers to behave absurdly.
generative-adversarial-networks adversarial-attacks adversarial-learning arxiv:1712.03390
Guitar Chords Recognition
An application that predicts the chords when Mel spectrograms of guitar sound are fed into a CNN.
convolutional-neural-networks audio-classification chords streamlit
CS231n: Convolutional Neural Networks for Visual Recognition
Deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
convolutional-neural-networks computer-vision deep-learning cs231n
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