Image datasets for rare, sensitive and high-value AI use cases
Browse image datasets for object detection, healthcare imaging, facial recognition, identity verification and content moderation — or request a custom collection built around your environment, labeling needs and model goals.
2M+
500+
175+
Trusted by Leading AI Innovators
Data Collection
Sourcing
Access image datasets designed for real-world computer vision use cases — from broad visual coverage to rare, sensitive and domain-specific data that can be difficult to source internally.
Stock image collections at scale for image generation and broad computer vision training (huge catalog depth)
Domain-specific image datasets for object identification and real-world scene understanding (for example, in-store retail imagery)
Consented clinical images and medical imaging datasets for healthcare use cases where data is rare and sensitive
Biometrics imagery for face recognition and identity verification workflows
Content moderation imagery for policy and safety classifiers (including sensitive-content categories)
Featured image datasets
Browse featured image datasets ready to power computer vision, object detection and facial recognition AI applications. Browse all image datasets
Stock Images - Abstract Concepts
NO,
EL,
NE,
la,
si-lk,
brx-in,
nl-NL,
tl-PH,
or-in,
et-ee,
haz-af,
ca-es,
gjr-in,
ro-ro,
tcy-in,
bto-ph,
qaz-ir,
eu-es,
haw-us,
he-IL,
nb-NO,
ml-in,
ZH,
zh-CN,
en-AU,
dhd-in,
wuu-cn,
mni-in,
gl-es,
ahr-in,
pt-PT,
af-za,
hu-hu,
fi-fi,
gon-in,
bn-IN,
LV,
ar-LAV,
ar-SD,
KO,
MS,
AR,
pa-IN,
ta-IN,
te-IN,
es-ES,
it-IT,
en-GB,
fr-MX,
de-DE,
en-US,
en-IN,
fr-FR,
TH,
HE,
SO,
ZU,
TL,
SR,
EN,
DA,
VI,
mr-IN,
hi-IN,
ID,
pl-PL,
kn-IN,
FA,
UR,
fr-CA,
TR,
YUE,
es-MX,
CZ,
es-AR,
JA,
sv-SE,
DE,
RU,
FR,
pt-BR,
es-VE,
ar-MA,
ar-LB,
hi-US,
fr-MA,
ar-TN,
es-US,
ar-JO,
ar-JS,
ar-IQ,
ar-YE,
ar-DZ,
ar-AR,
de-US,
ar-EG,
ja-JP,
ar-SA,
ar-AE,
es-BO,
ar-TR,
ja-US,
es-PE,
ar-Kw,
es-EC,
es-LA,
es-CO,
es-CL,
fr-US,
en-CA,
ko-KR,
da-DK,
ru-RU,
nl-BE,
cs-CZ,
vi-VN,
gu-IN,
ar-MSA,
fa-IR,
en-IE,
is-is,
sk-sk,
lt-lt,
uk-ua,
rmn-ro,
cy-gb,
kxu-in,
sgs-lt,
la-latn
Medical Imaging - CT, MRI, X-ray, others
NO,
EL,
NE,
la,
si-lk,
brx-in,
nl-NL,
tl-PH,
or-in,
et-ee,
haz-af,
ca-es,
gjr-in,
ro-ro,
tcy-in,
bto-ph,
qaz-ir,
eu-es,
haw-us,
he-IL,
nb-NO,
ml-in,
ZH,
zh-CN,
en-AU,
dhd-in,
wuu-cn,
mni-in,
gl-es,
ahr-in,
pt-PT,
af-za,
hu-hu,
fi-fi,
gon-in,
bn-IN,
LV,
ar-LAV,
ar-SD,
KO,
MS,
AR,
pa-IN,
ta-IN,
te-IN,
es-ES,
it-IT,
en-GB,
fr-MX,
de-DE,
en-US,
en-IN,
fr-FR,
TH,
HE,
SO,
ZU,
TL,
SR,
EN,
DA,
VI,
mr-IN,
hi-IN,
ID,
pl-PL,
kn-IN,
FA,
UR,
fr-CA,
TR,
YUE,
es-MX,
CZ,
es-AR,
JA,
sv-SE,
DE,
RU,
FR,
pt-BR,
es-VE,
ar-MA,
ar-LB,
hi-US,
fr-MA,
ar-TN,
es-US,
ar-JO,
ar-JS,
ar-IQ,
ar-YE,
ar-DZ,
ar-AR,
de-US,
ar-EG,
ja-JP,
ar-SA,
ar-AE,
es-BO,
ar-TR,
ja-US,
es-PE,
ar-Kw,
es-EC,
es-LA,
es-CO,
es-CL,
fr-US,
en-CA,
ko-KR,
da-DK,
ru-RU,
nl-BE,
cs-CZ,
vi-VN,
gu-IN,
ar-MSA,
fa-IR,
en-IE,
is-is,
sk-sk,
lt-lt,
uk-ua,
rmn-ro,
cy-gb,
kxu-in,
sgs-lt,
la-latn
Medical Imaging - CT Scans
NO,
EL,
NE,
la,
si-lk,
brx-in,
nl-NL,
tl-PH,
or-in,
et-ee,
haz-af,
ca-es,
gjr-in,
ro-ro,
tcy-in,
bto-ph,
qaz-ir,
eu-es,
haw-us,
he-IL,
nb-NO,
ml-in,
ZH,
zh-CN,
en-AU,
dhd-in,
wuu-cn,
mni-in,
gl-es,
ahr-in,
pt-PT,
af-za,
hu-hu,
fi-fi,
gon-in,
bn-IN,
LV,
ar-LAV,
ar-SD,
KO,
MS,
AR,
pa-IN,
ta-IN,
te-IN,
es-ES,
it-IT,
en-GB,
fr-MX,
de-DE,
en-US,
en-IN,
fr-FR,
TH,
HE,
SO,
ZU,
TL,
SR,
EN,
DA,
VI,
mr-IN,
hi-IN,
ID,
pl-PL,
kn-IN,
FA,
UR,
fr-CA,
TR,
YUE,
es-MX,
CZ,
es-AR,
JA,
sv-SE,
DE,
RU,
FR,
pt-BR,
es-VE,
ar-MA,
ar-LB,
hi-US,
fr-MA,
ar-TN,
es-US,
ar-JO,
ar-JS,
ar-IQ,
ar-YE,
ar-DZ,
ar-AR,
de-US,
ar-EG,
ja-JP,
ar-SA,
ar-AE,
es-BO,
ar-TR,
ja-US,
es-PE,
ar-Kw,
es-EC,
es-LA,
es-CO,
es-CL,
fr-US,
en-CA,
ko-KR,
da-DK,
ru-RU,
nl-BE,
cs-CZ,
vi-VN,
gu-IN,
ar-MSA,
fa-IR,
en-IE,
is-is,
sk-sk,
lt-lt,
uk-ua,
rmn-ro,
cy-gb,
kxu-in,
sgs-lt,
la-latn
Facial Recognition - Emotional Poses
NO,
EL,
NE,
la,
si-lk,
brx-in,
nl-NL,
tl-PH,
or-in,
et-ee,
haz-af,
ca-es,
gjr-in,
ro-ro,
tcy-in,
bto-ph,
qaz-ir,
eu-es,
haw-us,
he-IL,
nb-NO,
ml-in,
ZH,
zh-CN,
en-AU,
dhd-in,
wuu-cn,
mni-in,
gl-es,
ahr-in,
pt-PT,
af-za,
hu-hu,
fi-fi,
gon-in,
bn-IN,
LV,
ar-LAV,
ar-SD,
KO,
MS,
AR,
pa-IN,
ta-IN,
te-IN,
es-ES,
it-IT,
en-GB,
fr-MX,
de-DE,
en-US,
en-IN,
fr-FR,
TH,
HE,
SO,
ZU,
TL,
SR,
EN,
DA,
VI,
mr-IN,
hi-IN,
ID,
pl-PL,
kn-IN,
FA,
UR,
fr-CA,
TR,
YUE,
es-MX,
CZ,
es-AR,
JA,
sv-SE,
DE,
RU,
FR,
pt-BR,
es-VE,
ar-MA,
ar-LB,
hi-US,
fr-MA,
ar-TN,
es-US,
ar-JO,
ar-JS,
ar-IQ,
ar-YE,
ar-DZ,
ar-AR,
de-US,
ar-EG,
ja-JP,
ar-SA,
ar-AE,
es-BO,
ar-TR,
ja-US,
es-PE,
ar-Kw,
es-EC,
es-LA,
es-CO,
es-CL,
fr-US,
en-CA,
ko-KR,
da-DK,
ru-RU,
nl-BE,
cs-CZ,
vi-VN,
gu-IN,
ar-MSA,
fa-IR,
en-IE,
is-is,
sk-sk,
lt-lt,
uk-ua,
rmn-ro,
cy-gb,
kxu-in,
sgs-lt,
la-latn
Stock Images - Nature & Landscapes
NO,
EL,
NE,
la,
si-lk,
brx-in,
nl-NL,
tl-PH,
or-in,
et-ee,
haz-af,
ca-es,
gjr-in,
ro-ro,
tcy-in,
bto-ph,
qaz-ir,
eu-es,
haw-us,
he-IL,
nb-NO,
ml-in,
ZH,
zh-CN,
en-AU,
dhd-in,
wuu-cn,
mni-in,
gl-es,
ahr-in,
pt-PT,
af-za,
hu-hu,
fi-fi,
gon-in,
bn-IN,
LV,
ar-LAV,
ar-SD,
KO,
MS,
AR,
pa-IN,
ta-IN,
te-IN,
es-ES,
it-IT,
en-GB,
fr-MX,
de-DE,
en-US,
en-IN,
fr-FR,
TH,
HE,
SO,
ZU,
TL,
SR,
EN,
DA,
VI,
mr-IN,
hi-IN,
ID,
pl-PL,
kn-IN,
FA,
UR,
fr-CA,
TR,
YUE,
es-MX,
CZ,
es-AR,
JA,
sv-SE,
DE,
RU,
FR,
pt-BR,
es-VE,
ar-MA,
ar-LB,
hi-US,
fr-MA,
ar-TN,
es-US,
ar-JO,
ar-JS,
ar-IQ,
ar-YE,
ar-DZ,
ar-AR,
de-US,
ar-EG,
ja-JP,
ar-SA,
ar-AE,
es-BO,
ar-TR,
ja-US,
es-PE,
ar-Kw,
es-EC,
es-LA,
es-CO,
es-CL,
fr-US,
en-CA,
ko-KR,
da-DK,
ru-RU,
nl-BE,
cs-CZ,
vi-VN,
gu-IN,
ar-MSA,
fa-IR,
en-IE,
is-is,
sk-sk,
lt-lt,
uk-ua,
rmn-ro,
cy-gb,
kxu-in,
sgs-lt,
la-latn
What you can build with image datasets
Facial Recognition
Datasets for face recognition, ID verification and affective signal tasks.
Facial Recognition
Datasets for face recognition, ID verification and affective signal tasks.
Introducing the new and improved
Defined.ai Data Marketplace
The world’s largest marketplace of AI training data
Image datasets FAQ
Image datasets are curated collections of images plus metadata and, when relevant, labels used to train, fine-tune or evaluate computer vision models for recognition, classification, detection, generation and multimodal AI tasks.
Yes. Defined.ai offers image datasets for machine learning and computer vision, including stock image collections at scale, domain-specific imagery and structured datasets for specialized AI use cases.
An image classification dataset usually assigns labels at the full-image level, while an object detection dataset typically requires locating and labeling objects within the image. Many teams use both, depending on the model stage and the outcome they need to support.
Yes. Defined.ai offers clinical and medical imaging datasets for healthcare AI use cases, including consented imagery and medical imaging files such as DICOM-format datasets where relevant.
Yes. The page includes facial recognition and identity verification imagery datasets for model tuning, evaluation and workflows such as selfie-to-ID matching.
The page emphasizes consent-forward sourcing where applicable, rights clarity for commercial model development and PII-aware handling for domains such as medical and biometric data. For buyers evaluating a specific use case, this is exactly the kind of topic that should lead into a more detailed discussion with the team.
Yes. The page already supports both off-the-shelf browsing and expert-led guidance, so the FAQ can state this more directly: Defined.ai can help buyers compare broad stock coverage, domain-specific image datasets and custom data collection based on environment, labeling needs and deployment goals.
Yes. If you need a specific domain, environment, device mix or labeling approach, Defined.ai supports custom image data collection tailored to the requirements of the project.