tobyli / Screen2VecLinks
Screen2Vec is a new self-supervised technique for generating more comprehensive semantic embeddings of GUI screens and components using their textual content, visual design and layout patterns, and app meta-data.
☆79Updated 9 months ago
Alternatives and similar repositories for Screen2Vec
Users that are interested in Screen2Vec are comparing it to the libraries listed below
Sorting:
- Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning☆48Updated 2 years ago
- The dataset includes UI object type labels (e.g., BUTTON, IMAGE, CHECKBOX) that describes the semantic type of an UI object on Android ap…☆53Updated 3 years ago
- Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?☆128Updated last year
- A curated mobile app design database☆64Updated 4 years ago
- VINS: Visual Search for Mobile User Interface Design☆47Updated 4 years ago
- It includes two datasets that are used in the downstream tasks for evaluating UIBert: App Similar Element Retrieval data and Visual Item …☆46Updated 4 years ago
- Seq2act: Mapping Natural Language Instructions to Mobile UI Action Sequences from Google research☆15Updated 5 years ago
- Recognize graphic user interface layout through grouping GUI elements according to their visual attributes☆47Updated 3 years ago
- The dataset includes screen summaries that describes Android app screenshot's functionalities. It is used for training and evaluation of …☆60Updated 4 years ago
- Swire Dataset and Application Code☆17Updated 6 years ago
- Consists of ~500k human annotations on the RICO dataset identifying various icons based on their shapes and semantics, and associations b…☆32Updated last year
- ☆125Updated last year
- ☆13Updated last year
- An accurate GUI element detection approach based on old-fashioned CV algorithms [Upgraded on 5/July/2021]☆509Updated 2 years ago
- Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments☆60Updated last year
- ☆36Updated 3 years ago
- This repository contains the opensource version of the datasets were used for different parts of training and testing of models that grou…☆32Updated 5 years ago
- Learning UI Similarity using Graph Networks☆38Updated 4 years ago
- Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications☆77Updated 2 years ago
- The dataset includes widget captions that describes UI element's functionalities. It is used for training and evaluation of the widget ca…☆23Updated 4 years ago
- Conv Net for identifying GUI componenets from screenshots using Tensorflow☆12Updated 2 years ago
- A GAN-based GUI generation method☆77Updated 4 years ago
- Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning☆168Updated 3 years ago
- The Themis Benchmark for evaluating automated GUI testing☆156Updated last year
- Automating Android apps with ChatGPT-like LLM.☆141Updated last year
- Owl Eyes: Spotting UI Display Issues via Visual Understanding☆11Updated 5 years ago
- Contains the code for our ICSE 2020 paper: Big Code != Big Vocabulary: Open-Vocabulary Language Models for Source Code and for its earlie…☆84Updated 2 years ago
- Implementation of the MILP-based grid-layout generation algorithm☆52Updated 4 years ago
- A tidied repo for UI2CODE, a reverse engineering system convert UI design to code automatically and precisely.☆42Updated 4 years ago
- ☆10Updated 3 years ago