Software Alternatives & Reviews

Polyaxon VS gstreamer

Compare Polyaxon VS gstreamer and see what are their differences

Polyaxon logo Polyaxon

Get familiar with Polyaxon - Open source machine learning on Kubernetes, deep Learning on Kubernetes.

gstreamer logo gstreamer

GStreamer is a library for constructing graphs of media-handling components. The applications it supports range from simple Ogg/Vorbis playback, audio/video streaming to complex audio (mixing) and video (non-linear editing) processing.
  • Polyaxon Landing page
    Landing page //
    2022-07-09
  • gstreamer Landing page
    Landing page //
    2023-10-01

Polyaxon videos

Scaling and reproducing deep learning on Kubernetes with Polyaxon - Mourad Mourafiq

More videos:

  • Review - Scalable Deep Learning on Kubernetes with Polyaxon (Interview)
  • Review - Polyaxon v1.1.6

gstreamer videos

GStreamer review day

More videos:

  • Review - Gstreamer
  • Review - Embedded Linux Conference 2013 - Optimizing GStreamer Video Plugins

Category Popularity

0-100% (relative to Polyaxon and gstreamer)
Data Science And Machine Learning
Video
0 0%
100% 100
Data Science Notebooks
100 100%
0% 0
Tool
0 0%
100% 100

User comments

Share your experience with using Polyaxon and gstreamer. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, gstreamer should be more popular than Polyaxon. It has been mentiond 14 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Polyaxon mentions (4)

  • Any MLOps platform you use?
    If you're not concerned about self-hosting, WandB is one of the more fully featured training monitoring tools (I've used it in the past without any issues but the lack of data and training privacy and lack of self-hosting possibilities makes it a hard no for anything that isn't scholastic). Polyaxon is an alternative but rewriting all your variable logging to conform to their requirements makes it very difficult... Source: about 1 year ago
  • [D] Kubernetes for ML - how are y'all doing it?
    We use Polyaxon and it’s pretty good. Source: about 2 years ago
  • [D] Productionalizing machine learning pipelines for small teams
    For running experiments, http://polyaxon.com/ is a really good free open-source package that has lots of nice integrations so you can quickly run experiments in k8s but it might be overkill in some cases. Source: over 2 years ago
  • [D] MLOps Platform Comparison and Preference (Kubeflow/MLFlow/Metaflow/MLRun/Gradient/Valohai/Others)
    I would also look into https://polyaxon.com/, I have used it on AWS and GCP the free open source version:. Source: about 3 years ago

gstreamer mentions (14)

  • Broadcasting to an Amazon IVS Real-Time Stream with WHIP from OBS
    If you're a fan of the open source multimedia framework GStreamer, you can take advantage of WHIP support as well. Here's a simple pipeline that could be used to publish a webcam and microphone to a stage. This pipeline is specific to MacOS, but can be adapted to any supported OS. Make sure to obtain and set a participant token into IVS_STAGE_TOKEN (or include a raw token instead). - Source: dev.to / 3 months ago
  • Odroid C1 USB to IP for USB Camera
    You could also set up a GStreamer pipeline or maybe even use VLC, instead of Motion. Source: 8 months ago
  • Using a Raspberry Pi to add a second HDMI port to a laptop
    A long time ago when I was looking for a low latency solution for streaming _from_ the Pi (should also have a similar performance in the other direction), gstreamer[1] was the only usable option. [1] https://gstreamer.freedesktop.org/. - Source: Hacker News / about 1 year ago
  • How to get esp32-Cam to work with Gstreamer
    I get errors when esp32-cam (rtsp://url:8554/mjpep/1) streams via wifi to GStreamer on Nvidia jetson nano (my current use case). Has anyone encountered this problem and how did you resolve this? Source: over 1 year ago
  • Rust GUI library for video playback?
    [gstreamer](https://gstreamer.freedesktop.org/) is also very mature media processing and integration solution with [excellent rust support](https://lib.rs/crates/gstreamer). Source: over 1 year ago
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What are some alternatives?

When comparing Polyaxon and gstreamer, you can also consider the following products

Pipelines - Pipelines Inc.

Kurento - Kurento is an open source software development framework providing a media server written in C/C++...

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Ant Media Server - Scalable, Ultra Low Latency & Adaptive WebRTC Streaming Ant Media Server provides Scalable Ultra-low latency (0.5 seconds) Adaptive Live Streaming with WebRTC. It supports RTMP, RTSP, Zixi, WebRTC, Adaptive Bitrate, HLS and MP4 recording.

H2O.ai - Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

Medooze - Medooze is a media server providing a platform that is leveraging users to provide both open and closed server solutions and offers every kind of support related to VoIP and broadcasting services.