daved01

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.

cocoTraffic

Subsets of COCO with custom labels for traffic lights.

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.

LiveCameraSwiftUI

Code from tutorials.

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.

tensorflowjs-web-app-demo

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

general-object-detector

Our program that allows you to select which object detection model to use to detect objects.

daved01/Driver-Assistant

A vision-based driver assistant for iOS.

daved01/DetectorAppSwiftUI

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

daved01/LiveCameraSwiftUI

Code from tutorials.

daved01/cocoTraffic

Subsets of COCO with custom labels for traffic lights.

daved01/ragcore

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

daved01/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.

daved01/tensorflowjs-web-app-demo

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

daved01/real_time_style_transfer

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

daved01/cocodatasetexample

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

daved01/deconvoluteai-tutorials

Tutorials and code related to my website DeconvoluteAI.

daved01/deconvolutions

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

daved01/rag-experiments

Some retrieval-augmented generation experiments.

daved01/cocodataset.github.io

daved01/edgedetectors

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

daved01/python-tutorials

Code for tutorials.

daved01/Question_Classification

LSTM in PyTorch for identification of divisive blog posts on Quora

daved01/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].

daved01/test-models

daved01/traffic_object_detector

Detect North American and German stop signs in real time.