Video-Dataset-Loading-Pytorch VS pytorch-VideoDataset

Compare Video-Dataset-Loading-Pytorch vs pytorch-VideoDataset and see what are their differences.

Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops. (by RaivoKoot)

pytorch-VideoDataset

Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing. (by YuxinZhaozyx)
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Video-Dataset-Loading-Pytorch pytorch-VideoDataset
2 1
447 70
- -
0.0 0.0
almost 2 years ago over 2 years ago
Python Python
BSD 2-clause "Simplified" License MIT License
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Video-Dataset-Loading-Pytorch

Posts with mentions or reviews of Video-Dataset-Loading-Pytorch. We have used some of these posts to build our list of alternatives and similar projects.

pytorch-VideoDataset

Posts with mentions or reviews of pytorch-VideoDataset. We have used some of these posts to build our list of alternatives and similar projects.
  • Video Anomaly Detection
    1 project | /r/MLQuestions | 6 Sep 2021
    Alternatively, should I be able to take something like this (https://github.com/YuxinZhaozyx/pytorch-VideoDataset) and plug it into any of the tools out there that are designed around stock datasets? Those stock datasets appear to be composed of individual frames, which isn't really practical for my case - I'd much rather be able to generate a CSV of video file paths.

What are some alternatives?

When comparing Video-Dataset-Loading-Pytorch and pytorch-VideoDataset you can also consider the following projects:

mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"

gluon-cv - Gluon CV Toolkit

riffusion-scripts - Scripts to aid in preparing training data for riffusion.

ailia-models - The collection of pre-trained, state-of-the-art AI models for ailia SDK

nnAudio - Audio processing by using pytorch 1D convolution network

phar - deep learning sex position classifier

text - Models, data loaders and abstractions for language processing, powered by PyTorch

golfdb - GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.

LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.

zamba - A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos

torchgeo - TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

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