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klotz: cnn* + machine learning*

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1. Harmonics of Learning: A Mathematical Theory for the Rise of Fourier Features in Learning Systems Like Neural Networks

   Fourier features in learning systems like neural networks due to the downstream invariance of the learner that becomes insensitive to certain transformations, e.g., planar translation or rotation.

   2024-05-17 Tags: ucsb, fourier, features, machine learning, cnn by klotz
2. YOLOv7 Training on Custom Data?. Object-detection technology is widely… | by Muhammad Rizwan Munawar | Augmented Startups | Jul, 2022 | Medium

   2022-08-15 Tags: yolov7, object recognition, image processing, cnn, deep learning, pytorch by klotz
3. An ESP Will Read Your Meter For You | Hackaday

   2022-08-14 Tags: esp32cam, neural network, cnn, iot, edge, foss, machine learning, image recognition, hackaday by klotz
4. Convolutional and Fully-Connected layers

   2021-11-14 Tags: cnn, dnn, machine learning, tutorial by klotz
5. BBillot/SynthSeg: Contrast-agnostic segmentation of MRI scans

   2021-07-23 Tags: mri, brain, brain imaging, cnn, segmentation, labeling, neuroanatomy, machine learning, github by klotz
6. Everything You Need to Know About Object Detection Systems | Lionbridge AI

   2020-11-28 Tags: object recognition, image processing, classification, cnn, deep learning, imagenet, primer, machine learning by klotz
7. The Nuts and Bolts of Deep Learning Algorithms for Object Detection | by Augustin Ador | Aug, 2020 | Towards Data Science

   2020-09-08 Tags: image processing, image recognition, object detection, rnn, cnn, deep learning, tutorial by klotz
8. Deep learning at scale for the construction of galaxy catalogs in the Dark Energy Survey - ScienceDirect

   2020-07-23 Tags: deep learning, cnn, sloan digital sky survey, dark energy, unsupervised learning, imagenet, transfer learning, astronomy by klotz
9. Intuitively Understanding Convolutions for Deep Learning

   2020-03-12 Tags: convolution, deep learning, sobel, cnn, medium, towardsdatascience, introduction by klotz
10. [R] My first paper: Deep Learning for Cybersecurity

    2019-07-30 Tags: deep learning, dns, security, cnn by klotz

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