:green_apple: :pineapple: :strawberry: A NativeScript-built iOS and Android app for managing grocery lists

With current scenario in 2020, where quarantine is the buzz word and work-from-home has become a norm, there is an increasing usage of internet. At the touch of a screen we can order groceries, medicines etc. However, not everyone is fortunate enough to use it as seamlessly. For example, the people who suffer from impaired vision might find it cumbersome and frustrating to distinguish between blueberries and grapes. This project aims to create a neural network model that can help such demographics. The complexity and novelty in creating such a model is that it should not simply detect the object but also give useful and accurate information about that object. Hence, this project proposes an ‘Image caption generator (using deep learning)’ that processes the image and describes it in a short sentence using a natural language such as English. The model is an amalgamation of two types of neural networks, CNN (Convolutional Neural Network) for image processing and LSTM (Long short-term memory), a type of Recurrent Neural Network, for text processing. A subset of 14,000 images, along with their sample captions, has been selected from Flickr_30K dataset. The generated caption is evaluated using human judgement as well as BLEU-1 score. Furthermore, the model has been trained and tested with several variations such as incorporation of pre-trained GloVe embeddings, different dropout and regularizer rates, and two types of feature extraction models for images: Xception and VG16. Most relevant and fitting captions were obtained using features from Xception model with an encoder-decoder based architecture. Highest BLEU-1 scores (above 0.5 on a scale of 0 to 1) were obtained with VG16 model using GloVe embeddings.

🍏🍍🍓 My attempt on NativeScript. Based on the sample app for managing grocery lists

My first webpage design. I have designed an e-commerce sample webpage which sales groceries online.

Groceries sample app

Groceries sample app

A NativeScript-built Android app for managing grocery lists

NativeScript Groceries sample app with Apollo Client

A NativeScript-built iOS and Android app for managing grocery lists

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On a retail website, the following discounts apply: 1. If the user is an employee of the store, he gets a 30% discount 2. If the user is an affiliate of the store, he gets a 10% discount 3. If the user has been a customer for over 2 years, he gets a 5% discount. 4. For every $100 on the bill, there would be a $ 5 discount (e.g. for $ 990, you get $ 45 as a discount). 5. The percentage based discounts do not apply on groceries. 6. A user can get only one of the percentage based discounts on a bill. Write a Spring Boot Java application with test cases, which exposes an API such that given a bill, it finds the net payable amount. Please note the stress is on object oriented approach and test coverage. User interface is not required, only an API exposed. What we care about: • • • • • • object oriented programming approach, provide a high level UML class diagram of all the key classes in your solution. This can either be on paper or using a CASE tool unit test and code coverage code to be generic and simple leverage today's best coding practices clear README.md that explains how the code and the test can be run and how the coverage reports can be generated state what you will use to document your API, with an example sample request and response.

Groceries sample

NativeScript sample groceries

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Sample Groceries App

sample groceries app

Flutter Groceries App Sample

My first app with Native Script

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sample groceries app angular4

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Sample Project building a native app using NativeScript & Angular2

Ejemplo native script

Sample NativeScript + AngularJS 2 + TypeScript

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Creado por Kike

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