Datasets:

gaunernst
/

glint360k-wds-gz

__key__ stringlengths 9 9	__url__ stringclasses 50 values	cls int64 0 360k
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009333394	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	160,683
016098376	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	326,947
014367683	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	276,920
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005219887	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	84,499
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012331309	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	226,651
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008401511	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	141,916
007502390	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	124,871
004420279	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	70,489
013960186	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	266,249
007666011	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	127,965
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015223468	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	300,651
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014288867	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	274,671
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003480828	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	54,541
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010964185	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	195,304
001432118	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	21,874
003991431	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	62,998
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016002956	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	324,162
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015891905	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	320,701
010944280	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	194,808
002664042	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	41,600
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003395272	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	53,121
010290131	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	180,629
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016335432	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	334,312
011172205	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	199,931
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005445377	hf://datasets/gaunernst/glint360k-wds-gz@d4f29b4fdeac77f4b852dce37c844f2975fa0cf0/glint360k-0000.tar.gz	88,443

End of preview. Expand in Dataset Viewer.

Glint360K

This dataset is introduced in the Partial FC paper https://arxiv.org/abs/2010.05222.

There are 17,091,657 images and 360,232 ids. All images are aligned based on facial landmarks predicted by RetinaFace and resized to 112x112.

This was downloaded from https://github.com/deepinsight/insightface/tree/master/recognition/_datasets_. The original dataset format is MXNet RecordIO. It was converted to WebDataset in this copy here. There are 1,385 shards in total.

Usage

import webdataset as wds

url = "https://huggingface.co/datasets/gaunernst/glint360k-wds-gz/resolve/main/glint360k-{0000..1384}.tar.gz"
ds = wds.WebDataset(url).decode("pil").to_tuple("jpg", "cls")

img, label = next(iter(ds))

Downloads last month: 279

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Size of the auto-converted Parquet files (First 5GB):

4.86 GB

Number of rows (First 5GB):

606,600

Estimated number of rows:

17,091,569