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Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  • Updated Oct 14, 2021
  • Jupyter Notebook
FrancescoSaverioZuppichini
FrancescoSaverioZuppichini commented Oct 12, 2021

Currently, it seems impossible to just get a list of bounding boxes from the predictions.

img = np.array(Image.open("..."))
infer_ds = Dataset.from_images([img], valid_tfms, class_map=dm.parser.class_map)

preds = model_type.predict(model, infer_ds, keep_images=True)
# I just want the bounding boxes 

preds is a list of Prediction and the codebase is not easy to navi

lorenzoh
lorenzoh commented Aug 10, 2021

With #151, FastAI.jl is getting high-level interfaces for searching datasets (finddatasets) and loading datasets into task-specific data containers (loaddataset). There is also a new DatasetRecipe that encapsulates configuration for loading a data container and the block information from a path. These recipes can be registered with a dataset so that they can be found using the above high-lev

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