albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 (by albumentations-team)
stepmania
Advanced rhythm game for Windows, Linux and OS X. Designed for both home and arcade use. (by stepmania)
| albumentations | stepmania | |
|---|---|---|
| 28 | 73 | |
| 13,451 | 1,812 | |
| 1.1% | 0.6% | |
| 8.9 | 0.0 | |
| 2 days ago | 4 months ago | |
| Python | C++ | |
| MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
albumentations
Posts with mentions or reviews of albumentations.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-06.
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Augment specific classes?
You can use albumentations if you are comfortable with using open source libraries https://github.com/albumentations-team/albumentations
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Ask HN: What side projects landed you a job?
One of the members of the core team of our open-source library https://albumentations.ai/
It was not the only reason he was hired; it was a solid addition to his already good performance at the interviews.
Or at least that is what the hiring manager later said.
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The Lack of Compensation in Open Source Software Is Unsustainable
I am one of the creators and maintainers of https://albumentations.ai/.
- 12800+ stars
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Burn Deep Learning Framework Release 0.7.0: Revamped (de)serialization, optimizer & module overhaul, initial ONNX support and tons of new features.
Is something planned to support data augmentations? Something like https://albumentations.ai/
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How to label augmented images for training YOLO algorithm?
Here you go: https://albumentations.ai/
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Unstable Diffusion bounces back with $19,000 raised in one day, by using Stripe
I think they should use some data augmentation techniques like I am using for Infinity AI if you wanna see more here. Note that most of these do not work for image generation.
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Tokyo Drift : detecting drift in images with NannyML and Whylogs
Our second approach was a more automated one. Here the idea was to try out an image augmentation library, Albumentations, and use it for adversarial attacks. This time, instead of one-shot images, we applied the transformations at random time ranges. We chose for these transformations also to be more subtle than then one-shot images, such as vertical flips, grayscaling, downscaling, …
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[D] Improve machine learning with same number of images
Check out albumentations. If your use case is segmentation, check out the offline augmentation of this project
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What are the best programs/scripts for image augmentation of YOLO5 training dataset. Something like roboflow but free)
I think this is the most popular open source project: https://github.com/albumentations-team/albumentations
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To get dataset for face image restoration.
You can also curate your own dataset by using open source images (https://universe.roboflow.com/search?q=faces%20images%3E1000) and open source augmentations (https://github.com/albumentations-team/albumentations). Or you can do use the augmentation UI (https://docs.roboflow.com/image-transformations/image-augmentation) to apply noise, blurring, shear, crop, etc.
stepmania
Posts with mentions or reviews of stepmania.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-03.
- Ask HN: What side projects landed you a job?
- How to use data in stepmania files
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Nintendo Switch as the "PC" for Stepmania with L4S Linux
Check here and here for instructions.
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Unsure how to start, community seems fractured, wanting to setup songs and characters
Stepmania 5.1 beta 2
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Problems to play some songs ports made by MrThatKid4
It means the lowest version you could use to play those files is the last build stepmania, stepmania 5.1b2 (https://github.com/stepmania/stepmania/releases/tag/v5.1.0-b2)
- Does anyone know why StepMania is lagging so much for? Is there a way fix this problem? My frame rate is so low. Outfox runs fine, but StepMania doesn’t which makes no sense.
- need help finding rock and/guitar hero to help with my OT
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You step away from the scene for ~7-8years... How would one catch back up?
Original StepMania is still around, I recommend using version 5.1-b2: https://github.com/stepmania/stepmania/releases/tag/v5.1.0-b2
- Song creation help
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Ok I did it, I took the dive into an L-Tek, whats new?
I would recommend grabbing 5.1 from here: https://github.com/stepmania/stepmania/releases/tag/v5.1.0-b2 Don't worry about the "beta" label, this version is very stable but it never got a proper release because the development team sort of fell apart after that.
What are some alternatives?
When comparing albumentations and stepmania you can also consider the following projects:
imgaug - Image augmentation for machine learning experiments.
etterna - Advanced cross-platform rhythm game focused on keyboard play
YOLO-Mosaic - Perform mosaic image augmentation on data for training a YOLO model
OutFoxWeb - Language files for the OutFox website
labelme2coco - A lightweight package for converting your labelme annotations into COCO object detection format.
SQLite - Official Git mirror of the SQLite source tree
autoalbument - AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
AutoStepper - Java tool to automate StepMania SM generation. Complete generation with banner & background art, all difficulty levels, multiple beat detection methods etc.
Mask-RCNN-TF2 - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
JKPS - A keys-per-second meter for rhythm games, useful for streaming and making videos
BlenderProc - A procedural Blender pipeline for photorealistic training image generation
FStar - A Proof-oriented Programming Language
albumentations vs imgaug
stepmania vs etterna
albumentations vs YOLO-Mosaic
stepmania vs OutFoxWeb
albumentations vs labelme2coco
stepmania vs SQLite
albumentations vs autoalbument
stepmania vs AutoStepper
albumentations vs Mask-RCNN-TF2
stepmania vs JKPS
albumentations vs BlenderProc
stepmania vs FStar