Dataset · Object detection

flame_smoke_detection_box_not_precise

by Fire Viewer fireviewer/flame_smoke_detection_box_not_precise

Rows38,965

Configurations1

Size24.7 GB

Licenseother

AccessPublicly accessible

Monthly Downloads536

Dataset Card

A prepared two-class detection dataset with 38,965 unique native images and 50,591 bounding boxes. It combines the retained FireViewer detection source snapshot with the published negative corpus, with reproducible grouped splits and a COCO materializer. The legacy repository identifier is retained; this card describes the v2.5 release recorded in manifest.json. Train also includes 504 negative images from the detection source; the negative columns above identify only the two imported negative subsets. Native-negative difficulty is unrated; the JPEGs retain their historical candidate designation. COCO category IDs are 1: smokevisible and 2: flamevisible. Map them explicitly to internal…

Excerpt from the card by Fire Viewer, licensed other.

Structure

default 38,965 rows

Split	Rows	Size
train	31,657	22.1 GB
validation	3,619	1.4 GB
test	3,689	1.6 GB

idstringsha256stringwidthint64heightint64splitstringsplit_groupstringsource_namestringsource_memberstringsource_repostringsource_revisionstringsource_refstringsource_splitstringcorpus_sourcestringnegative_kindstringannotation_authoritystringimageImagehistorical_exposureboolobjectslist

Details

Repository: fireviewer/flame_smoke_detection_box_not_precise
Publisher: Fire Viewer
Task category: Object detection
Tags: fireviewer, fire, smoke
Size category: 10K<n<100K
Languages: Not stated by the source
Revision: 37a5d62cadcc45b1baff6fbb3f59cca8f60c8676
Last updated: 2026-10-05

Files

286 files, 24.7 GB in total.

Data281 files · 24.7 GB

Documentation3 files · 45.6 KB

Other1 file · 3.9 KB

Repository1 file · 2.6 KB

Every file

File	Type	Size	SHA-256
annotations/test.json	Data	1.6 MB	—
annotations/train.json	Data	14.1 MB	43715e316fb2
annotations/validation.json	Data	1.6 MB	—
audit/exclusions.json	Data	2.1 KB	—
audit/metadata-verification.json	Data	2.0 KB	—
audit/release-verification.json	Data	654 B	—
case-manifest.jsonl	Data	98.3 MB	584291355b62
categories.json	Data	134 B	—
data/test-00000.parquet	Data	82.4 MB	fbd4fd2e9ec7
data/test-00001.parquet	Data	92.7 MB	3cc3aa356685
data/test-00002.parquet	Data	94.2 MB	d5f3f11eee9f
data/test-00003.parquet	Data	60.1 MB	3edd9e02b369
data/test-00004.parquet	Data	99.6 MB	13b5f12af296
data/test-00005.parquet	Data	90.0 MB	3ec909746910
data/test-00006.parquet	Data	99.4 MB	0976d12b0064
data/test-00007.parquet	Data	98.6 MB	801853760a7d
data/test-00008.parquet	Data	88.2 MB	99aec80a349a
data/test-00009.parquet	Data	99.4 MB	1b782dcacca4
data/test-00010.parquet	Data	99.5 MB	09c4c9a3160f
data/test-00011.parquet	Data	98.4 MB	dd66394f3688
data/test-00012.parquet	Data	72.1 MB	8f09d6fffd03
data/test-00013.parquet	Data	99.4 MB	1ebb74556fb8
data/test-00014.parquet	Data	89.0 MB	129af38f47dd
data/test-00015.parquet	Data	81.5 MB	2864207f6537
data/test-00016.parquet	Data	89.9 MB	c015a6f6db30
data/test-00017.parquet	Data	9.0 MB	cf2acddae1d2
data/train-00000.parquet	Data	100.4 MB	968fb42d7ba1
data/train-00001.parquet	Data	100.1 MB	7ce0a52558d0
data/train-00002.parquet	Data	94.1 MB	1c19f4d4010e
data/train-00003.parquet	Data	97.9 MB	f41d1fbb9b90
data/train-00004.parquet	Data	100.3 MB	096b96dca273
data/train-00005.parquet	Data	100.0 MB	0fbb0e8e00b9
data/train-00006.parquet	Data	100.3 MB	88a78bfedeef
data/train-00007.parquet	Data	98.9 MB	544f25789e51
data/train-00008.parquet	Data	98.0 MB	15712ae66516
data/train-00009.parquet	Data	99.8 MB	3042dee0bcb0
data/train-00010.parquet	Data	98.4 MB	9674aa0830bd
data/train-00011.parquet	Data	97.7 MB	85e5ae1f3400
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data/train-00013.parquet	Data	77.9 MB	664cf4265ec7
data/train-00014.parquet	Data	94.6 MB	4621e728745f
data/train-00015.parquet	Data	98.9 MB	9b12dfa282aa
data/train-00016.parquet	Data	99.4 MB	0f63083eb0ab
data/train-00017.parquet	Data	97.5 MB	30975f235b08
data/train-00018.parquet	Data	99.7 MB	24a68dd9a00b
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data/train-00058.parquet	Data	76.2 MB	eee3c6f0675a
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data/train-00061.parquet	Data	99.9 MB	67e41b34d89f
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data/train-00065.parquet	Data	100.2 MB	9947308cfb8c
data/train-00066.parquet	Data	97.3 MB	7e09f981b251
data/train-00067.parquet	Data	95.5 MB	1007f3bd707b
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data/train-00071.parquet	Data	99.4 MB	36f625f6953e
data/train-00072.parquet	Data	96.9 MB	63b188c31b72
data/train-00073.parquet	Data	99.8 MB	0ef7cc3334d0
data/train-00074.parquet	Data	99.6 MB	a9fec4dcce03
data/train-00075.parquet	Data	99.9 MB	ec72494e7f65
data/train-00076.parquet	Data	93.6 MB	ed3406d6c08b
data/train-00077.parquet	Data	99.0 MB	a742b184cc8c
data/train-00078.parquet	Data	99.6 MB	71dc9fa1310d
data/train-00079.parquet	Data	61.7 MB	d9d4dfe73a0d
data/train-00080.parquet	Data	100.5 MB	14216621d087
data/train-00081.parquet	Data	87.4 MB	d2cafee05f88
data/train-00082.parquet	Data	97.0 MB	6c6755607493
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data/train-00084.parquet	Data	93.8 MB	814a8b521dd4
data/train-00085.parquet	Data	99.4 MB	b9f8bb8ca1b1
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data/train-00087.parquet	Data	96.4 MB	0783ff60c17e
data/train-00088.parquet	Data	98.9 MB	70e45dcde25b
data/train-00089.parquet	Data	100.4 MB	99390bc35139
data/train-00090.parquet	Data	95.4 MB	deee3b9c08e1
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data/train-00092.parquet	Data	94.3 MB	4a4406a66640
data/train-00093.parquet	Data	96.5 MB	4115ded6f71d
data/train-00094.parquet	Data	88.8 MB	cfe5c2e8f36e
data/train-00095.parquet	Data	96.9 MB	ec6330608b87
data/train-00096.parquet	Data	99.9 MB	60b34bf41a04
data/train-00097.parquet	Data	89.1 MB	c55007333d4a
data/train-00098.parquet	Data	100.0 MB	ca5f17281a1b
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data/train-00100.parquet	Data	98.6 MB	3269ca835fda
data/train-00101.parquet	Data	96.6 MB	09ccb4d68603
data/train-00102.parquet	Data	96.4 MB	384ceaf9ec36
data/train-00103.parquet	Data	96.9 MB	1a87505bf7fb
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data/train-00116.parquet	Data	98.6 MB	f7d07f960a6e
data/train-00117.parquet	Data	96.0 MB	54d65672b561
data/train-00118.parquet	Data	98.2 MB	c3037e3c1ea6
data/train-00119.parquet	Data	91.7 MB	a397fb4f63a5
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data/train-00157.parquet	Data	98.0 MB	268199252aea
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data/train-00162.parquet	Data	94.8 MB	af31ad999b0e
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data/train-00227.parquet	Data	66.9 MB	491bdebe6879
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data/validation-00001.parquet	Data	47.2 MB	b4db330ff89e
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data/validation-00003.parquet	Data	69.9 MB	5a6c68b62543
data/validation-00004.parquet	Data	65.4 MB	e0e91090fcd4
data/validation-00005.parquet	Data	80.9 MB	3f418915f3e1
data/validation-00006.parquet	Data	99.4 MB	c441847d2a96
data/validation-00007.parquet	Data	65.8 MB	cff6716a69cb
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data/validation-00010.parquet	Data	92.7 MB	f78665674b7f
data/validation-00011.parquet	Data	98.4 MB	e23f9bb57cd4
data/validation-00012.parquet	Data	84.0 MB	37307f914ef0
data/validation-00013.parquet	Data	84.7 MB	995ed935f1dc
data/validation-00014.parquet	Data	99.1 MB	c150c612e753
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manifest.json	Data	46.8 KB	—
provenance/negative/anamibnjafar0--flamevision.json	Data	7.0 KB	—
provenance/negative/arfintanim--fire-detection.json	Data	10.3 KB	—
provenance/negative/brycehopkins--flame-3-computer-vision-subset-sycan-marsh.json	Data	10.9 KB	—
provenance/negative/busier--wildfire.json	Data	4.2 KB	—
provenance/negative/elmadafri--the-wildfire-dataset.json	Data	12.3 KB	—
provenance/negative/johanjohnthomas--corrected-wildfires.json	Data	6.0 KB	—
requirements.txt	Data	33 B	—
split-receipt.json	Data	1.6 KB	—
README.md	Documentation	6.5 KB	—
provenance/negative/original-dataset-card.md	Documentation	28 B	—
provenance/v2-source-card.md	Documentation	39.1 KB	—
prepare_coco.py	Other	3.9 KB	—
.gitattributes	Repository	2.6 KB	—

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