Showing 46 open source projects for "construct"

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  • 1
    MMOCR

    MMOCR

    OpenMMLab Text Detection, Recognition and Understanding Toolbox

    ...The modular design of MMOCR enables users to define their own optimizers, data preprocessors, and model components such as backbones, necks and heads as well as losses. Please refer to Getting Started for how to construct a customized model. The toolbox provides a comprehensive set of utilities which can help users assess the performance of models. It includes visualizers which allow visualization of images, ground truths as well as predicted bounding boxes, and a validation tool for evaluating checkpoints.
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  • 2
    MMTracking

    MMTracking

    OpenMMLab Video Perception Toolbox

    ...We are the first open-source toolbox that unifies versatile video perception tasks include video object detection, multiple object tracking, single object tracking and video instance segmentation. We decompose the video perception framework into different components and one can easily construct a customized method by combining different modules. MMTracking interacts with other OpenMMLab projects. It is built upon MMDetection that we can capitalize any detector only through modifying the configs. All operations run on GPUs. The training and inference speeds are faster than or comparable to other implementations. We reproduce state-of-the-art models and some of them even outperform the official implementations.
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  • 3
    mlr

    mlr

    Machine Learning in R

    ...The framework provides supervised methods like classification, regression, and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering. It is written in a way that you can extend it yourself or deviate from the implemented convenience methods and construct your own complex experiments or algorithms.
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  • 4

    CCTV Frame Timestamp Extractor

    CCTV Footage Timestamp Search Tool

    ...Link to paper: https://link.springer.com/chapter/10.1007/978-3-031-10078-9_8 The project has been divided into four modules: Framextract.py- Extracts frames from video footages Reconstruct.py- Attempts to repair unplayable video by extracting the frames. framestitch.py- Attempts to construct video using frames extracted from unplayable video. OCR.py- Performs image preprocessing & OCR on the extracted frames.
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  • 5
    PyTTI-Notebook

    PyTTI-Notebook

    PyTTI-Notebook

    Recent advances in machine learning have created opportunities for “AI” technologies to assist unlocking creativity in powerful ways. PyTTI is a toolkit that facilitates image generation, animation, and manipulation using processes that could be thought of as a human artist collaborating with AI assistants. The underlying technology is complex, but you don’t need to be a deep learning expert or even know coding of any kind to use these tools. Understanding the underlying technology can be...
    Downloads: 3 This Week
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  • 6
    AWS Step Functions Data Science SDK

    AWS Step Functions Data Science SDK

    For building machine learning (ML) workflows and pipelines on AWS

    The AWS Step Functions Data Science SDK is an open-source library that allows data scientists to easily create workflows that process and publish machine learning models using Amazon SageMaker and AWS Step Functions. You can create machine learning workflows in Python that orchestrate AWS infrastructure at scale, without having to provision and integrate the AWS services separately. The best way to quickly review how the AWS Step Functions Data Science SDK works is to review the related...
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  • 7
    Accelerated Text

    Accelerated Text

    Accelerated Text is a no-code natural language generation platform

    ...Accelerated Text is a natural language generation tool which allows you to define data descriptions and then generates multiple versions of those descriptions varying in wording and structure. Accelerated Text is a no-code natural language generation platform. It will help you construct document plans which define how your data is converted to textual descriptions. With Accelerated Text you can use such data to generate text for your business reports, your e-commerce platform or your customer support system. Data descriptions require precision. Accelerated Text follows the principle of this strict adherence to data-bound text generation. ...
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  • 8
    Multi-Agent Emergence Environments

    Multi-Agent Emergence Environments

    Environment generation code for the paper "Emergent Tool Use"

    ...The repository provides environment generation code that builds on the mujoco-worldgen package, enabling dynamic creation of simulated physical environments. Developers can construct custom environments by combining modular components such as Boxes, Ramps, and RandomWalls using a flexible layering approach that reduces code duplication. The framework includes several predefined environments—such as Hide and Seek, Box Locking, Blueprint Construction, and Shelter Construction—that model distinct problem-solving and collaboration scenarios.
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  • 9
    Machine Learning with TensorFlow

    Machine Learning with TensorFlow

    Accompanying source code for Machine Learning with TensorFlow

    ...Many examples are structured as standalone scripts or notebooks that can be executed directly to reproduce the results described in the book. The code demonstrates how TensorFlow can be used to construct training pipelines, prepare datasets, and evaluate model performance.
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  • 10
    Brains is a generic plataform to construct arbitrarily complex artificial neural networks, allowing for parallelizide computing, inter-machine communication, on-flight configuration and on-flight control.
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  • 11
    Grenade

    Grenade

    Deep Learning in Haskell

    Grenade is a composable, dependently typed, practical, and fast recurrent neural network library for concise and precise specifications of complex networks in Haskell. Because the types are so rich, there's no specific term level code required to construct this network; although it is of course possible and easy to construct and deconstruct the networks and layers explicitly oneself. Networks in Grenade can be thought of as a heterogeneous list of layers, where their type includes not only the layers of the network but also the shapes of data that are passed between the layers. To perform back propagation, one can call the eponymous function which takes a network, appropriate input, and target data, and returns the back propagated gradients for the network. ...
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  • 12

    DressCode

    A virtual mirror using OpenGL and a SoftKinetic ToF camera.

    We propose a virtual mirror that combines computer vision, computer graphics and physical based simulation. A time-of-flight camera mounted on a vertical monitor provides RGB (red-green-blue) and depth data of the scene. The system uses this retrieved data to construct a 3D model of the user. The final rendered scene omits the constructed 3D model, and projects the rendered garment on the user's image onto the monitor to give the user the impression that (s)he is wearing the garment.
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  • 13
    TreeLiker

    TreeLiker

    TreeLiker is a collection of fast algorithms for working with complex

    ...The algorithms included in TreeLiker are unique in that, in principle, they are able to search given sets of relational patterns exhaustively, thus guaranteeing that if some good pattern capturing an important feature of the problem exists, it will be found. In experiments with real-life data, the algorithms were shown to be able to construct complete non-redundant sets of patterns for chemical datasets involving several thousands of molecules as well as for comparably large datasets from genomics or proteomics. The included relational learning algorithms are tailored towards so-called tree-like features for which some otherwise very hard sub-problems (NP-hard) become tractable.
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  • 14
    Project contains engine to construct Fuzzy Reasoning System. Package might be used when Fuzzy Reasoning is appropriate e.g. in trading, control, modelling, human behavior simulation.
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  • 15
    Simple C/C++ library to study and to construct an artifficial neuro networks.
    Downloads: 0 This Week
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  • 16
    Protege is a free, open-source platform that provides a suite of tools to construct domain models and knowledge-based applications with frame-based and Semantic Web ontologies.
    Downloads: 20 This Week
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  • 17
    SNTOOL (Semionic Network Toolkit) is a computational framework to construct DES (Discrete Event Systems) and Intelligent Systems. It provides a full-featured graphical user interface to design and simulate models.
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  • 18
    The Chevrolett project tries to construct Agents based on Reinforcement Learning.
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  • 19
    A complete C++ library to design, construct and test connectionist systems based on neural networks. Requires VDK library
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  • 20
    drawyourbot

    drawyourbot

    Draw your telegram bot in draw.io and generate its code

    Draw your bot is an open sourced project made to let people construct chat bots without coding or with minimal coding. You can just draw your chat bot logic in draw.io and generate its code. This project will be most useful for those who need to make simple support or survey bot. It could also save some time for those who are building really complex bots. In that cases generated bot can be just a start point.
    Downloads: 0 This Week
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  • 21
    GrOWL is a visualization and editing tool for OWL and DL ontologies. GrOWL aims to reconcile modern ontology language OWL with old semantic network philosophy by providing a set of graphic idiom that cover almost every OWL construct.
    Downloads: 0 This Week
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