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Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop....

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## 🚨🚨 Feature Request - [ ] Related to an existing [Issue](../issues) - [x] A new implementation (Improvement, Extension) ### If your feature will improve `HUB` Create a tool that...

enhancement
hacktoberfest

Hello, contributors. I accessed the self-certified Nooba and it didn't work. I understand that this problem is caused by self-certification, but there was no workaround. Will S3 compatible object storage,...

enhancement

## 🚨🚨 Dataset Request - [ ] Related to an existing [Issue](../issues) - [x] A new implementation (Improvement, Extension) My current research involves working with the IAM dataset, However, I...

enhancement

## 🚨🚨 Feature Request - [ ] Related to an existing [Issue](../issues) - [x] A new implementation (Improvement, Extension) ### Is your feature request related to a problem? Data Augmentation...

enhancement

Providing support for adding/reading a dataset that is already prepared in "[webdataset](https://github.com/tmbdev/webdataset)" format to/from the hub will be a great feature.

enhancement

It looks like that the order of the tuple is a change in the case of Ubuntu OS which will cause an assert error. ``` AssertionError: assert ('val', 'train') ==...

## 🐛🐛 Bug Report ### ⚗️ Current Behavior when running a large transform job, scheduler="processed" is significantly slower than "threaded". tested by having the transform upload to s3. ### benchmark...

bug

As described in #1885 iterating a small dataset with `ds.tensorflow()` is very slow. If using the tensorflow dataset on a hub dataset which consist of multiple samples with small size,...

## 🚀 🚀 Pull Request ### Checklist: - [ ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ ] I have commented my...

## 🚀 🚀 Pull Request ### Checklist: - [ x ] [My code follows the style guidelines of this project](https://www.notion.so/activeloop/Engineering-Guidelines-d6e502306d0e4133a8ca507516d1baab) and the [Contributing document](https://github.com/activeloopai/Hub/blob/release/2.0/CONTRIBUTING.md) - [ x ] I have...