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_C. Ates_
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[[_TOC_]]
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## What is convolution?
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## Basics of CNNs
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## How the kernel operation works?
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## Selected CNN Applications
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[Build a CNN network to predict 3D bounding box of car from 2D image:](https://awesomeopensource.com/project/experiencor/image-to-3d-bbox)\
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[food image to recipe with deep convolutional neural networks](https://awesomeopensource.com/project/Murgio/Food-Recipe-CNN)\
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Army Research Laboratory (ARL) [EEGModels ](https://awesomeopensource.com/project/vlawhern/arl-eegmodels)Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow\
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[Keras ](https://awesomeopensource.com/project/chen0040/keras-anomaly-detection?categoryPage=11)Anomaly Detection\
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Multi-view [CNN ](https://awesomeopensource.com/project/suhangpro/mvcnn)(MVCNN) for shape recognition\
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[TGS ](https://www.kaggle.com/c/tgs-salt-identification-challenge)Salt Identification Challenge: [Case ](https://awesomeopensource.com/project/tugstugi/pytorch-saltnet)\
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[ABCNN](https://awesomeopensource.com/project/galsang/ABCNN)(Attention-Based Convolutional Neural Network) on Tensorflow\
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[Bayesian ](https://awesomeopensource.com/project/kumar-shridhar/Master-Thesis-BayesianCNN?categoryPage=44)Convolutional Neural Network using Variational Inference\
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[Deep ](https://awesomeopensource.com/project/js3611/Deep-MRI-Reconstruction?categoryPage=47)Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo\
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[Traffic ](https://awesomeopensource.com/project/hoanglehaithanh/Traffic-Sign-Detection)signs detection and classification in real time\
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A [tensorflow ](https://awesomeopensource.com/project/ambakick/Person-Detection-and-Tracking?categoryPage=43)implementation with SSD model for person detection and Kalman Filtering combined for tracking\
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[Time ](https://awesomeopensource.com/project/kristpapadopoulos/seriesnet)series prediction using dilated causal convolutional neural nets (temporal CNN)\
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Sign [Language ](https://awesomeopensource.com/project/harshbg/Sign-Language-Interpreter-using-Deep-Learning)Interpreter Using Deep Learning\
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Deep learning with Python for [crack ](https://towardsdatascience.com/deep-learning-with-python-for-crack-detection-eceeeb3e182e)detection\
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[ECG ](https://awesomeopensource.com/project/fernandoandreotti/cinc-challenge2017)classification from short single lead segments\
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[MTL](https://awesomeopensource.com/project/bhpfelix/MTLNAS?...)-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning\
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Dynamic Graph [Convolutional ](https://awesomeopensource.com/project/DeepLearnPhysics/dynamic-gcnn)Neural Network for 3D point cloud semantic segmentation\
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Pathology [Images ](https://awesomeopensource.com/project/sdw95927/pathology-images-analysis-using-CNN)Analysis Using Cnn\
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A neural network that [transforms ](https://awesomeopensource.com/project/sdw95927/pathology-images-analysis-using-CNN)a design mock-up into a static website\
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Object localization in images using simple [CNNs ](https://awesomeopensource.com/project/lars76/object-localization)and Keras
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## Additional links
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