lightning-flash

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Too much RAM usage by ImageClassificationData

4

### Discussed in https://github.com/Lightning-AI/lightning-flash/discussions/1442 Originally posted by **Hravan** September 1, 2022 I'm setting up a training for this kaggle competition dataset: https://www.kaggle.com/competitions/plant-pathology-2021-fgvc8 (I'm using here only samples with single labels...

ethanwharris

Flash Zero: Allow to customize `LightningCLI`

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## 🚀 Feature Expose options to customize the instantiation of `LightningCLI` in Flash Zero commands. ### Motivation I would like to be able to customize the instantiation. For example, to...

daavoo

NameError: name 'T' is not defined

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## 🐛 Bug ```` --------------------------------------------------------------------------- NameError Traceback (most recent call last) Input In [6], in () ----> 1 datamodule = AudioClassificationData.from_folders( 2 train_folder="/workspaces/audio-ml/data/i/urban8k_images/train", 3 val_folder="/workspaces/audio-ml/data/i/urban8k_images/val", 4 transform_kwargs=dict(spectrogram_size=(64, 64)), 5 batch_size=4,...

Modius22

`SemanticSegmentationData` - zero-size array to reduction operation maximum which has no identity

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## 🐛 Bug Running example from [docs](https://lightning-flash.readthedocs.io/en/latest/reference/semantic_segmentation.html#from-folders) causes an exception I cannot understand. ### To Reproduce Paste the code from docs: ```py import torch import flash from flash.core.data.utils import download_data...

marisancans

build(deps): bump torchaudio from 0.10.2 to 2.0.2 in /requirements

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Bumps [torchaudio](https://github.com/pytorch/audio) from 0.10.2 to 2.0.2. Release notes Sourced from torchaudio's releases. v2.0.2 TorchAudio 2.0.2 Release Note This is a minor release, which is compatible with PyTorch 2.0.1 and includes...

dependabot[bot]

build(deps): bump torch from 1.10.2 to 2.0.1 in /requirements

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Bumps [torch](https://github.com/pytorch/pytorch) from 1.10.2 to 2.0.1. Release notes Sourced from torch's releases. PyTorch 2.0.1 Release, bug fix release This release is meant to fix the following issues (regressions / silent...

dependabot[bot]

## 🐛 Bug flash.image.SemanticSegmentation class has no available heads or backbones. ### To Reproduce ``` # using latest Miniforge3-Linux-x86_64 for conda conda create -n flash-test python=3.9 -y -c conda-forge #...

dframirez-usmc

Issue with `ImageClassificationData.from_dataset`

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## 🐛 Bug There seems to be an issue with `ImageClassificationData.from_dataset` method. It fails to create the expected format, where the labels can be accessed via `datamodul.labels`. ### To Reproduce...

funnym0nk3y

`VideoClassificationDataset` does not support frame video folders

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I realized some of the helper code around the pytorch video does not allow the videos to be frame_video objects, which is disappointing and is supported by the underlying pytorch...

Skylion007

ModuleNotFoundError with lightning-flash[image] and ImageEmbedder

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## 🐛 Bug After running `pip install 'lightning-flash[image]'`, when I try to create an `ImageEmbedder`, I get: `ModuleNotFoundError: Required dependencies not available. Please run: pip install 'lightning-flash[image]'` *Background:* - I...

lizziesilver