Datasets:

resoajoe
/

clinical-attire-labels

file stringlengths 21 29	scene stringclasses 8 values	attire_prompt_a listlengths 0 6	attire_prompt_b listlengths 0 5	agree bool 2 classes	consensus listlengths 1 5 ⌀	raw_prompt_a stringclasses 49 values	raw_prompt_b stringclasses 115 values	persons_detected int64 0 14 ⌀	role_staff bool 2 classes	role_patient bool 2 classes	role_visitor bool 2 classes	ppe_mask bool 2 classes
h/hospital_room/00002796.jpg	h/hospital_room	[ "scrubs", "surgical_gown" ]	[ "scrubs" ]	false	null	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	null	null	null	null	null
h/hospital_room/00004152.jpg	h/hospital_room	[ "mask", "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	false	null	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00000598.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00002933.jpg	h/hospital_room	[ "scrubs", "street" ]	[ "patient_gown", "scrubs", "street", "surgical_gown" ]	false	null	everyday street clothes, medical scrubs, a solid-colour tunic and trousers worn by clinical staff	everyday street clothes, medical scrubs, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00003290.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	true	true	false	false
h/hospital_room/00001329.jpg	h/hospital_room	[ "lab_coat", "mask", "street" ]	[ "street" ]	false	null	everyday street clothes, a white lab coat, a face mask covering the nose and mouth	everyday street clothes, face mask covering the nose and mouth	null	null	null	null	null
h/hospital_room/00004772.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00001986.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	false	true	false	false
h/hospital_room/00003551.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001501.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00003311.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00004837.jpg	h/hospital_room	[ "none" ]	[ "surgical_gown" ]	false	null	nobody visible	a sterile surgical gown worn over scrubs by staff in an operating theatre	null	null	null	null	null
h/hospital_room/00000946.jpg	h/hospital_room	[]	[ "patient_gown" ]	false	null	patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00004732.jpg	h/hospital_room	[ "lab_coat", "scrubs" ]	[ "lab_coat", "scrubs" ]	true	[ "lab_coat", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat	7	true	false	false	false
h/hospital_room/00001427.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00000176.jpg	h/hospital_room	[ "scrubs" ]	[ "scrubs" ]	true	[ "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	3	true	false	false	false
h/hospital_room/00004474.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001196.jpg	h/hospital_room	[ "patient_gown" ]	[ "surgical_gown" ]	false	null	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a sterile surgical gown worn over scrubs by staff in an operating theatre	null	null	null	null	null
h/hospital_room/00000838.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00004583.jpg	h/hospital_room	[]	[ "patient_gown" ]	false	null	patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00002370.jpg	h/hospital_room	[ "patient_gown", "street" ]	[ "patient_gown", "street" ]	true	[ "patient_gown", "street" ]	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	5	false	true	true	false
h/hospital_room/00000531.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00004524.jpg	h/hospital_room	[]	[ "patient_gown" ]	false	null	patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00004208.jpg	h/hospital_room	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	true	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a face mask covering the nose and mouth	3	true	true	false	true
h/hospital_room/00004696.jpg	h/hospital_room	[ "patient_gown", "street" ]	[ "street" ]	false	null	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes	null	null	null	null	null
h/hospital_room/00002417.jpg	h/hospital_room	[ "lab_coat", "street" ]	[ "lab_coat" ]	false	null	everyday street clothes, a white lab coat	a white lab coat	null	null	null	null	null
h/hospital_room/00001136.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002971.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00004913.jpg	h/hospital_room	[ "street" ]	[ "street" ]	true	[ "street" ]	everyday street clothes	everyday street clothes	5	false	false	true	false
h/hospital_room/00000784.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00003430.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00003564.jpg	h/hospital_room	[ "scrubs" ]	[ "scrubs" ]	true	[ "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	2	true	false	false	false
h/hospital_room/00000844.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001849.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs", "street", "surgical_gown" ]	false	null	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes, medical scrubs, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00001995.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00000491.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001074.jpg	h/hospital_room	[ "patient_gown", "street" ]	[ "patient_gown", "street", "surgical_gown" ]	false	null	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00000851.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00004437.jpg	h/hospital_room	[ "lab_coat", "mask", "patient_gown", "scrubs", "surgical_gown" ]	[ "mask", "surgical_gown" ]	false	null	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a white lab coat, a face mask covering the nose and mouth	a sterile surgical gown worn over scrubs by staff in an operating theatre, a face mask covering the nose and mouth	null	null	null	null	null
h/hospital_room/00001140.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00002594.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00004874.jpg	h/hospital_room	[ "street" ]	[ "street" ]	true	[ "street" ]	everyday street clothes	everyday street clothes	2	false	false	true	false
h/hospital_room/00003072.jpg	h/hospital_room	[ "lab_coat" ]	[ "lab_coat" ]	true	[ "lab_coat" ]	a white lab coat	a white lab coat	1	true	false	false	false
h/hospital_room/00000914.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown", "street" ]	false	null	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed, everyday street clothes	null	null	null	null	null
h/hospital_room/00004610.jpg	h/hospital_room	[ "scrubs" ]	[ "scrubs" ]	true	[ "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	1	true	false	false	false
h/hospital_room/00003554.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00004685.jpg	h/hospital_room	[ "street" ]	[ "street" ]	true	[ "street" ]	everyday street clothes	everyday street clothes	4	false	false	true	false
h/hospital_room/00001315.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00000700.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown", "scrubs" ]	false	null	a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00000651.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00002180.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00002203.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00003555.jpg	h/hospital_room	[ "mask", "scrubs", "surgical_gown" ]	[ "mask", "scrubs", "surgical_gown" ]	true	[ "mask", "scrubs", "surgical_gown" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a face mask covering the nose and mouth	4	true	false	false	true
h/hospital_room/00003259.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00003300.jpg	h/hospital_room	[ "lab_coat", "scrubs", "surgical_gown" ]	[ "lab_coat", "scrubs", "surgical_gown" ]	true	[ "lab_coat", "scrubs", "surgical_gown" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a white lab coat	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a white lab coat	2	true	false	false	false
h/hospital_room/00003637.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	true	true	false	false
h/hospital_room/00000906.jpg	h/hospital_room	[ "street" ]	[ "street" ]	true	[ "street" ]	everyday street clothes	everyday street clothes	1	false	false	true	false
h/hospital_room/00000579.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	0	false	true	false	false
h/hospital_room/00003432.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001796.jpg	h/hospital_room	[ "lab_coat", "street" ]	[ "lab_coat", "scrubs", "street" ]	false	null	everyday street clothes, a white lab coat	everyday street clothes, medical scrubs, a white lab coat	null	null	null	null	null
h/hospital_room/00001753.jpg	h/hospital_room	[ "street" ]	[ "surgical_gown" ]	false	null	everyday street clothes	a sterile surgical gown worn over scrubs by staff in an operating theatre	null	null	null	null	null
h/hospital_room/00003691.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002965.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	false	true	false	false
h/hospital_room/00000630.jpg	h/hospital_room	[ "lab_coat", "street" ]	[ "street" ]	false	null	everyday street clothes, a white lab coat	everyday street clothes	null	null	null	null	null
h/hospital_room/00002773.jpg	h/hospital_room	[ "street" ]	[ "street" ]	true	[ "street" ]	everyday street clothes	everyday street clothes	1	false	false	true	false
h/hospital_room/00000150.jpg	h/hospital_room	[ "lab_coat", "street" ]	[ "street" ]	false	null	everyday street clothes, a white lab coat	everyday street clothes	null	null	null	null	null
h/hospital_room/00004960.jpg	h/hospital_room	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	true	[ "mask", "patient_gown", "scrubs", "surgical_gown" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a face mask covering the nose and mouth	2	true	true	false	true
h/hospital_room/00004053.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	true	true	false	false
h/hospital_room/00003316.jpg	h/hospital_room	[ "none" ]	[ "surgical_gown" ]	false	null	nobody visible	a sterile surgical gown worn over scrubs by staff in an operating theatre	null	null	null	null	null
h/hospital_room/00003285.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002484.jpg	h/hospital_room	[]	[ "patient_gown" ]	false	null	patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00001314.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	true	true	false	false
h/hospital_room/00003481.jpg	h/hospital_room	[ "lab_coat", "scrubs" ]	[ "lab_coat", "scrubs" ]	true	[ "lab_coat", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat	2	true	false	false	false
h/hospital_room/00000753.jpg	h/hospital_room	[ "scrubs" ]	[ "scrubs" ]	true	[ "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	2	true	false	false	false
h/hospital_room/00002749.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002367.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002682.jpg	h/hospital_room	[ "lab_coat", "mask", "scrubs" ]	[ "lab_coat", "mask", "scrubs" ]	true	[ "lab_coat", "mask", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat, a face mask covering the nose and mouth	5	true	false	false	true
h/hospital_room/00004198.jpg	h/hospital_room	[ "lab_coat", "patient_gown", "scrubs" ]	[ "lab_coat", "patient_gown", "scrubs" ]	true	[ "lab_coat", "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a white lab coat	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed, a white lab coat	5	true	true	false	false
h/hospital_room/00001895.jpg	h/hospital_room	[ "patient_gown", "street" ]	[ "patient_gown", "street" ]	true	[ "patient_gown", "street" ]	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	3	false	true	true	false
h/hospital_room/00002918.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00000599.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	true	true	false	false
h/hospital_room/00003327.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002026.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00004666.jpg	h/hospital_room	[ "patient_gown", "street" ]	[ "patient_gown", "street" ]	true	[ "patient_gown", "street" ]	everyday street clothes, a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed, everyday street clothes	2	false	true	true	false
h/hospital_room/00001533.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown" ]	true	[ "patient_gown" ]	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	1	false	true	false	false
h/hospital_room/00001337.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00001542.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "patient_gown", "scrubs" ]	true	[ "patient_gown", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	2	true	true	false	false
h/hospital_room/00001396.jpg	h/hospital_room	[]	[ "patient_gown" ]	false	null	patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00001555.jpg	h/hospital_room	[ "patient_gown" ]	[ "patient_gown", "street" ]	false	null	a patient gown: thin, pale or patterned, worn by a patient usually in bed	a patient gown: thin, pale or patterned, worn by a patient usually in bed, everyday street clothes	null	null	null	null	null
h/hospital_room/00001110.jpg	h/hospital_room	[ "mask", "scrubs" ]	[ "mask", "scrubs" ]	true	[ "mask", "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a face mask covering the nose and mouth	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a face mask covering the nose and mouth	2	true	false	false	true
h/hospital_room/00002817.jpg	h/hospital_room	[ "patient_gown", "scrubs" ]	[ "lab_coat", "scrubs" ]	false	null	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a white lab coat	null	null	null	null	null
h/hospital_room/00000357.jpg	h/hospital_room	[ "patient_gown", "scrubs", "street" ]	[ "patient_gown", "scrubs", "street", "surgical_gown" ]	false	null	everyday street clothes, medical scrubs, a solid-colour tunic and trousers worn by clinical staff, a patient gown: thin, pale or patterned, worn by a patient usually in bed	everyday street clothes, medical scrubs, a sterile surgical gown worn over scrubs by staff in an operating theatre, a patient gown: thin, pale or patterned, worn by a patient usually in bed	null	null	null	null	null
h/hospital_room/00001586.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001474.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00004443.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00001797.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	0	false	false	false	false
h/hospital_room/00002028.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00003386.jpg	h/hospital_room	[ "none" ]	[ "none" ]	true	[ "none" ]	nobody visible	nobody visible	1	false	false	false	false
h/hospital_room/00001107.jpg	h/hospital_room	[ "scrubs", "street" ]	[ "scrubs", "street" ]	true	[ "scrubs", "street" ]	everyday street clothes, medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff, everyday street clothes	4	true	false	true	false
h/hospital_room/00003919.jpg	h/hospital_room	[ "scrubs" ]	[ "scrubs" ]	true	[ "scrubs" ]	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	medical scrubs, a solid-colour tunic and trousers worn by clinical staff	2	true	false	false	false

End of preview. Expand in Data Studio

clinical-attire-labels

4,000 Places365 images labelled for clinical attire and role. Every label is machine-generated.

scrubs · surgical_gown · patient_gown · lab_coat · street · mask · none plus derived roles: role_staff · role_patient · role_visitor · ppe_mask

Why this exists

There is no public labelled dataset for medical scrubs, hospital gowns or lab coats. Fashionpedia has none of them among its 46 garment categories; dataset searches return face-mask corpora and construction-site PPE. Anyone trying to build a hospital attire or role classifier hits that wall immediately. This is an attempt to lower it — not by solving the problem, but by publishing labels with their provenance and error rates measured, so they can be used with the right amount of trust.

How the labels were made

qwen2.5vl:7b, run locally, on Places365-Standard images from four clinical scenes (hospital_room, operating_room, nursing_home, hospital) and four domestic ones (bedroom, hotel_room, dorm_room, office).

Every image asked twice with different wording. Only agreeing answers become a consensus label — 2,966 of 4,000 (74%). Both prompts' parsed answers and their raw text are retained for all 4,000 rows, including disagreements, so you can re-parse or re-adjudicate.
Cross-checked with an independent person detector (yolov8n-pose), which shares no failure mode with the VL model. persons_detected is included per row.

Measured error rates — please read before using

check	result
hand audit (16 consensus images, inspected by eye)	~78% correct
VL claims attire but detector finds no person	3.9% (`patient_gown` 7.1%, `lab_coat` 0%)
VL says nobody but detector finds a person	12.3%
prompt-rewording agreement	74%

These are weak labels. Any model trained on them is bounded by a ~78%-accurate teacher, and results measured against them describe agreement with qwen2.5vl:7b, not ground truth.

Known failure modes

Oxygen masks are labelled mask. The audit found a child on a nebuliser scored mask-positive. For PPE-compliance work this is backwards — infection control and respiratory support are opposite situations. Consider persons_detected and scene context before using ppe_mask.
Bedding is sometimes read as patient_gown — the 7.1% hallucination rate for that class.
Places365 contains illustrations. At least one audited image is a cartoon of nurses. Drawings are present; filter if that matters to you.
Consensus rate varies by difficulty: 96% on empty bedrooms, 53% on nursing homes full of people in ambiguous clothing. The dataset is easiest exactly where it is least interesting.

The taxonomy came from an audit

The first class list said "hospital gown". Inspection showed its only failures were staff in blue surgical gowns labelled as such — correct English, operationally backwards, because a clinician's sterile gown and a patient's gown mean opposite things. Splitting them is what makes role derivable:

role_staff    = scrubs OR surgical_gown OR lab_coat
role_patient  = patient_gown
role_visitor  = street
ppe_mask      = mask          # orthogonal to role, a compliance signal

Schema

field	type	notes
`file`	str	Places365 path, e.g. `h/hospital_room/00002796.jpg`
`scene`	str	source scene class
`attire_prompt_a` / `_b`	list[str]	parsed answers from each prompt
`agree`	bool	whether the two agreed
`consensus`	list[str] or null	the trusted label; null when the prompts disagreed
`raw_prompt_a` / `_b`	str	the model's raw text, for re-parsing
`persons_detected`	int or null	yolov8n-pose count (consensus rows only)
`role_*`, `ppe_mask`	bool	derived, present on consensus rows

Images are not included

Only labels. Download Places365-Standard from the official source and join on file. Places365 has its own licence and terms; this release adds no pixel data and makes no claim over it. The labels in this repository are MIT.

Scope

Operations, never diagnosis. Who is present and whether PPE is worn are staffing, workflow and compliance questions. Nothing here describes any person's health, and none of it is validated for clinical use.

Trained model

resoajoe/clinical-attire-nano — 47K parameters, 189 KB, 0.36 ms/frame, trained on the detector-cleaned subset of these labels.

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