Boost deep learning model performance with efficient image augmentations
Albumentations helps you improve your AI models by automatically creating different versions of your images, which is great when you don't have a lot of data to work with. It's super fast and can handle all sorts of image data, making it perfect for everything from medical imaging to self-driving cars. Because it's easy to integrate with popular frameworks like PyTorch and TensorFlow, you can start using it right away in your projects.
Reduces overhead and speeds up deep learning model training.
Handles images, masks, bounding boxes, and keypoints with many transforms.
Integrates easily with popular frameworks using a familiar API.
Allows creation of custom augmentations for specific research needs.
Enables saving and loading of augmentation pipelines for sharing.
This tool is best for:
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Albumentations can be integrated with these apps and services:
Recent data shows that Albumentations has 39.0K monthly visits (-17.6% decrease from the previous month), 40.0% bounce rate, and average 2.61 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 5 countries worldwide, led by United States contributing 11% of total traffic. SEO performance is shown by 5 tracked keywords, with "albumentations" being the top-performing keyword with 3.2K monthly searches. See below for more info.
Monthly Visits
39.0K
Pages per Visit
2.61
Bounce Rate
40.0%
Average Time on Site
1m 2s
| SEO Keyword | Volume | CPC |
|---|---|---|
| albumentations | 3.2K | - |
| albumentations fog | 180 | - |
| albumentation | 350 | - |
| albumentations d4 | 170 | - |
| isntallare versione specifica di albumentatiopns | 160 | - |
| Source | Traffic Share |
|---|---|
| Direct | 35% |
| Search | 53% |
| Social | 3% |
| Referrals | 8% |
| Paid Referrals | 1% |
| Country Name | Traffic Share |
|---|---|
 | 11% |
 | 9% |
 | 9% |
 | 8% |
 | 7% |
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