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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussi…
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Atm, we are discussing first ideas for learning paths:
* For each institution, there can be 0-n learning paths.
* You create a new learning path by uploading a `json`-file (to be decided: How does it…
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Hi everyone.
I am having trouble utilizing transfer learning to locate just one object - a car.
How do I retrain the last layers for car only? What is the process?
My environment:
- Windows 10…
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Dear Author,
i am interested in using few shot learning to collect images via few shot learning model for my thesis.
I want to take one picture per class and these are used as support set.
Afterw…
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**Is your feature request related to a problem?**
### Problem Statement
The current implementation of the ML Inference Search Response Processor in OpenSearch 2.16 supports many-to-one inference, …
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Hello,
I am trying to use the DipEncoder class for a project. It's a very interesting model for the problem I am trying to solve as it allows for intrinsic optimization of the number of clusters. …
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When training muli-task jobs, we need to have one train/val/test mask per label.
Right now we require from the users to provide the names of the multi-task mask columns both in the GConstruct config …
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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### A thorough review of the PyTorch interfacing class
- [ ] NeuralForecast
NeuralForecast interfaces the PyTorch indirectly through its neural network dependency.
* [**Adapter**](https…
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# Neural networks from scratch
It's very difficult to understand what a neural network is without coding one. We're gonna do that here.
## Learning objectives
## Content to cover
## Capsto…