Search Results for "paper"

ProPainter is a video inpainting project based on the ICCV 2023 paper “Improving Propagation and Transformer for Video Inpainting.” It is designed to remove objects, complete missing regions, and fill masked areas in videos while preserving temporal consistency. The project accepts video input or split frames along with frame-wise masks that define the areas to reconstruct. It provides pretrained models, example inputs, inference scripts, and an interactive demo workflow for object removal. ...

TimeSformer is a vision transformer architecture for video that extends the standard attention mechanism into spatiotemporal attention. The model alternates attention along spatial and temporal dimensions (or designs variants like divided attention) so that it can capture both appearance and motion cues in video. Because the attention is global across frames, TimeSformer can reason about dependencies across long time spans, not just local neighborhoods. The official implementation in PyTorch...

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers. DeepSpeech is an open-source Speech-To-Text engine, using a model trained by machine learning techniques based on Baidu's Deep Speech research paper. Project DeepSpeech uses Google's TensorFlow to make the implementation easier. A pre-trained English model is available for use and can be downloaded following the instructions in the usage docs. If you want to use the pre-trained English model for performing speech-to-text, you can download it (along with other important inference material) from the DeepSpeech releases page.

...This is the version 2.0 that includes a more generalized affine transformation of virtual objects in the virtual environment with more experimentation and analysis. Previous versions only include the geometric transformation of a virtual 3D object with respect to a finger gesture. Paper for the affine transformation of the virtual 3D object has been published in Virtual Reality & Intelligent Hardware, Elsevier Science Publishers in 2020.

One of the problems faced by modellers is matching their available paint colours to those used on the object (eg aircraft) being modelled. The aim of this toolkit is to help them in this endeavour including assistance in mixing paints to achieve the required match if required. Non Windows Versions 1.00 and later require: - Python 3.43 or later - python3-gobject 3.22.0 or later - python3-cairo 1.10.0 or later Windows Versions 1.00 or later require: - Python 3.4.3 - PyGI...

This add-on demonstrates how motion graphs can be created in Blender in order to create a variety of arbitrary length character animations from a small set of character motions. This add-on implements motion graphs as described in Motion Graphs paper by Kovar, Gleicher, and Pighin from SIGGRAPH 2002. The add-on can import set of motion captured BVH files and construct a motion graph based on some given parameters. This motion graph can be stored in memory and used until Blender is running, or can be baked to a file in a compact format so that it can be retrieved later without the need of re-computation. ...

Te Tuhi turns pictures of video games drawn on paper into games that you can play on the computer. It invents rules to suit the picture. The project aims to be inclusive, experimental, and modular, with one aim being a scaled down version for the OLPC.

Animaru is a 2d animation software for digital classic hand drawn 2d animation that lets you draw without the need of paper for its all production.