catalyst
Accelerated deep learning R&D (by catalyst-team)
cv-bird-segmentation
Animal segmentation using CV (by augusts-bit)
| catalyst | cv-bird-segmentation | |
|---|---|---|
| 1 | 1 | |
| 3,229 | 0 | |
| 0.3% | - | |
| 0.0 | 8.8 | |
| about 2 months ago | 2 months ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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.
catalyst
Posts with mentions or reviews of catalyst.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-09.
cv-bird-segmentation
Posts with mentions or reviews of cv-bird-segmentation.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-09.
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Instance segmentation of small objects in grainy drone imagery
My question therefore is, how should I deal with drone imagery and small objects for instance segmentation tasks? What am I doing wrong and/or what should I be doing? Should I for example consider using an extra public dataset for bird/drone imagery segmentation first, before I fine-tune on my dataset? I am happy to provide more details if necessary. If useful, I uploaded my code here: https://github.com/augusts-bit/cv-animal-segmentation.
What are some alternatives?
When comparing catalyst and cv-bird-segmentation you can also consider the following projects:
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
pytorch-toolbelt - PyTorch extensions for fast R&D prototyping and Kaggle farming