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adversarial_examples

Review and analysis of selected adversarial attacks. We implement common attack methods and evaluate them with a GoogleNet network on ImageNet like data.

cocodataset.github.io

cocodatasetexample

Code for the video tutorial about the structure of the COCO dataset annotations.

cocotraffic

Subsets of COCO with custom labels for traffic lights.

deconvoluteai-tutorials

Tutorials and code related to my website DeconvoluteAI.

deconvolutions

Exploration of deconvolutions, transposed convolutions, and fractionally strided convolutions.

detectorappswiftui

Code for tutorials about object detection app with SwiftUI and UIKit.

driver-assistant

A vision-based driver assistant for iOS.

edgedetectors

Some implementations of edge detectors and more in Opencv to get started.

livecameraswiftui

Code from tutorials.

python-tutorials

Code for tutorials.

question_classification

LSTM in PyTorch for identification of divisive blog posts on Quora

rag-experiments

Some retrieval-augmented generation experiments.

ragcore

A library to build retrieval-augmented generation apps with just a few lines of code.

real_time_style_transfer

Implementation of the paper https://arxiv.org/abs/1603.08155.

store_item_demand_forecasting

Time series prediction of sales. Auto regression and variations of it are tried first. Afterwards, a recurrent neural net is used. Data is from the challenge Store Item Demand Forecasting on Kaggle [https://www.kaggle.com/c/demand-forecasting-kernels-only].

tensorflowjs-web-app-demo

Code for the tutorial series on using Tensorflowjs models in JavaScript web applications.

test-models

traffic_object_detector

Detect North American and German stop signs in real time.