Ganymede Clothing Segmentation
Instructions v4.0 - Updated 11/13/2019
BackgroundUse the Background label for irrelevant objects or for images that we should skip / not annotate In this example, we any clothing and objects related to the person are annotated; the irrelevant objects (the car, the trees) are labeled as background. | |
Objects near the person / peopleLabel ALL garments / accessories that are near people in the image, even if you are uncertain if they belong to the person. | Incorrect - we need to annotate ALL garments / accessories that are near people in the image Correct - All of the shoes and boots are annotated |
Tight / Refined AnnotationsAll annotations MUST BE tight and refined. The boundaries of each item should be clear and the segmentation of one object SHOULD NOT bleed into other objects. | Example of a Refined Annotation Example of a Sloppy Annotation |
Minimum SizingDO NOT ANNOTATE the people in the image if they are not AT LEAST 125 px x 125px Fill the entire image as Background | People are smaller than 125 px x 125 px: |
Misc GarmentsLABEL garments that are NOT any of these other labels as Misc_garment | Not enough information / context to know if this is a bag |
0 PeopleIf there are garments visible, but there no people, annotate all of the objects | |
0 Garments vs 1 GarmentIf there are 0 garments in the image, DO NOT label the image. Fill the entire image as Background If there is 1 or more garments visible ANNOTATE the garments | No garments, DO NOT ANNOTATE At least 1 garment visible, ANNOTATE: |
1-5 PeopleIf there are 1-5 people in the image, annotate the people using the labeling guidelines ANNOTATE | |
6+ PeopleIf there are 6 or more people in the image, DO NOT label the people in the image. Fill the entire image as Background DO NOT ANNOTATE images with 6 or more people. | |
Images with WatermarksIf there is a small watermark in the image, try your best to ALL of the garments and accessories in the image, and include the watermark with the annotations | |
Text on the ImageIf there is large text on the image that blocks ALL of the person / clothing (watermarks, copyright markings…) try your best to annotate the clothing If the text makes it difficult to identify clothing, label the blocked clothing as Unknown, and annotate the other clothing as regular | |
NudityIf there is any visible nudity (female nipples or female/male genitals) DO NOT label the people in the image. Fill the entire image as Background. NOTE: If there are male nipples but no visible genitals, ANNOTATE the image | |
Blurry ImagesIf the image is blurry - try your best to annotate the objects in the image. Image Example 1:
If the image is very blurry and you CANNOT identify any of the objects DO NOT label the image.Fill the entire image as Background. | |
Flipped or Rotated ImagesIf the image is flipped on its side, is upside down, or is rotated by 90° or more DO NOT label the people in the image. Fill the entire image as Background. NOTE: Annotate diagonal images rotated less than 90° | |
ReflectionsIf there are visible reflections of garments in a mirror, annotate the reflections |
Examples of Correctly Segmented Images |
Type / Location | Label | Type / Location | Label | Type / Location | Label |
Face / Head / Neck | Legs / Bottom | Feet | |||
Accessories | |||||
Undergarments / Underwear | |||||
Torso / Top | Full Body | Misc | |||
Hands / Wrist | |||||
Label | Example |
Earring | |
Glasses INCLUDES sunglasses and prescription glasses. | |
Neck-Scarf/Tie/Head-Scarf/Hijab | Hijabs/head-scarves: Neck scarf: Tie: |
Hair ANY visible hair should be labeled, even where clothing or skin is showing through. DOES NOT INCLUDE eyebrows; these should be labeled skin INCLUDES Men’s facial hair (beards, mustaches, etc) | |
Hat/Headband - accessory worn on the top of the head INCLUDES baseball caps, beanies, fancy hats, etc. | |
Necklace Accessory worn around the neck INCLUDES | |
Blouse Typically worn by women, this garment has several defining features: Material: Typically made from silk, cotton, jersey, or satin Style of sleeves: If the garment has sleeves, these are typically loose fitting. Can have cuffs or frills Style of top: The garment can have a v-style cut top with buttons, frills, ribbon, or string Style of bottom: The bottom of this garment can be loose fitting, and can drape over the person’s waist | |
Coat | |
Jacket/Blazer | |
Shirt Indicators: Has more than 3 buttons (button down) | |
Sweater/Cardigan | |
Top/T-shirt | |
Vest | |
Pants/Jeans Jean pants are denim, long-bottoms Pants is everything that is not denim that is full length and goes below the knee (including capris) DOES NOT include denim shorts or denim skirts | |
Stockings Come up to mid-thigh, cover the entire foot. Can be translucent or solid. | |
Shorts | |
Skirt | |
Tights/Leggings Tights cover entire leg and feet, typically translucent. Leggings cover the entire leg, and do not cover feet. Typically solid. | Tights: Leggings: |
Lingerie Female undergarment, typically made of silk or lace DO NOT label lingerie where female nipples are visible (considered nudity). Fill the entire image as Background DO NOT label images where male or female genitals are visible. Fill the entire image as Background | |
Jumpsuit A single article of clothing, that connects both a top and a bottom, where the bottom is some kind of pant or short. Can be short or long sleeved or sleeveless; can be full length pants or shorter. | |
Dress | |
Swimsuit INCLUDES female and male swimsuits or swimwear | |
Gloves | |
Ring | |
Watch/Bracelet - | |
Boots | |
Shoes DOES NOT INCLUDE Boots INCLUDES Sandals, sneakers high heels, slippers, any other footwear besides BOOTS. | |
Socks | |
Bag | Purses, tote bags, duffle bags, backpacks |
Belt | |
Cellphone | |
Misc_garments Any articles of clothing that DO NOT fit under the other labels on the label list. DOES NOT INCLUDE any objects that you cannot identify due to lack of information, occlusion, poor image resolution, etc. (label these as Unknown DOES NOT INCLUDE any digital Snapchat / Instagram filters that are on faces (label these as Background) Example 1: This hairpin would be labelled as Misc_garments | |
Skin All visible portions of skin. INCLUDES eyebrows, eyes, lips, eye lashes, etc. DOES NOT INCLUDE men’s facial hair. This should be labeled as hair. | |
Background Anything that is irrelevant to the person/clothing being annotated. Used to skip tasks if there is 0 people, 6+ people, nudity, rotated or flipped images, or any other images that don’t follow the minimum requirements guidelines Label any artificial overlays (snapchat / instagram filters) as Background | |
Unknown If there are any garments or accessories that you cannot identify with certainty, due to occlusion, truncation, low lighting, etc label the object as Unknown. INCLUDES clothing that is blocked by large text or watermarks Example 1: We cannot identify the circled clothing because it is too truncated; we should label as Unknown Example 2: We cannot identify these pants (these can be pants/jeans, shorts, or skirt); we should label as Unknown Example 3: We can’t be certain that these are pants/jeans; we should label these as Unknown, and label the shoes. |