inversion
wd14_tagger_inversion
What's this
This is the dataset for inversing the embeddings of the given prediction result. We can get the embedding dataset with some tag combinations, and search images like this.
How is this dataset made
This dataset is generated with anime images in danbooru (webp ones, based on KBlueLeaf/danbooru2023-webp-4Mpixel), extracting the prediction results and the embeddings of each images.
Model's goal
Train a model to inverse prediction result to embeddings.… See the full description on the dataset page: https://huggingface.co/datasets/deepghs/wd14_tagger_inversion.Ultrasound_planewave_sos_inversion
Plane wave raw ultrasound simualted data for deep learning speed of sound inversion
Cite this dataset as:
Feigin M, Freedman D, Anthony BW. Computing Speed-of-Sound from ultrasound: user-agnostic recovery and a new benchmark. IEEE Trans Biomed Eng. 2023; doi:10.1109/TBME.2023.3327147
Simulation
The full dataset consists of 112640 simulations split into 9216 simulations in the training set, 1024 in the validation set, and 1024 in the test set. The measured signal is… See the full description on the dataset page: https://huggingface.co/datasets/laughingrice/Ultrasound_planewave_sos_inversion.inversionprompt_conditioned_inversiontask516_senteval_conjoints_inversion
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task516_senteval_conjoints_inversion
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task516_senteval_conjoints_inversion.task428_senteval_inversion
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task428_senteval_inversion
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task428_senteval_inversion.