docs: refresh AI feature pages from prod /v3/info (first since 2026-05-08)

docs.json

@@ -115,6 +115,20 @@
                       "v3/expert-models/features/text/plagia-detection"
                     ]
                   },
+                  {
+                    "group": "Web Features",
+                    "icon": "globe",
+                    "expanded": false,
+                    "pages": [
+                      "v3/expert-models/features/web/scraping",
+                      "v3/expert-models/features/web/map",
+                      "v3/expert-models/features/web/search",
+                      "v3/expert-models/features/web/crawl-async",
+                      "v3/expert-models/features/web/batch-scrape-async",
+                      "v3/expert-models/features/web/structured-extraction-async",
+                      "v3/expert-models/features/web/research-async"
+                    ]
+                  },
                   {
                     "group": "OCR Features",
                     "icon": "file-lines",
@@ -142,7 +156,8 @@
                       "v3/expert-models/features/image/anonymization",
                       "v3/expert-models/features/image/deepfake-detection",
                       "v3/expert-models/features/image/face-compare",
-                      "v3/expert-models/features/image/logo-detection"
+                      "v3/expert-models/features/image/logo-detection",
+                      "v3/expert-models/features/image/face-recognition"
                     ]
                   },
                   {
@@ -164,25 +179,12 @@
                     ]
                   },
                   {
-                    "group": "Video Generation Features",
+                    "group": "Video Features",
                     "icon": "video",
                     "expanded": false,
                     "pages": [
-                      "v3/expert-models/features/video/generation-async"
-                    ]
-                  },
-                  {
-                    "group": "Web Features",
-                    "icon": "globe",
-                    "expanded": false,
-                    "pages": [
-                      "v3/expert-models/features/web/scraping",
-                      "v3/expert-models/features/web/map",
-                      "v3/expert-models/features/web/search",
-                      "v3/expert-models/features/web/crawl-async",
-                      "v3/expert-models/features/web/batch-scrape-async",
-                      "v3/expert-models/features/web/structured-extraction-async",
-                      "v3/expert-models/features/web/research-async"
+                      "v3/expert-models/features/video/generation-async",
+                      "v3/expert-models/features/video/deepfake-detection-async"
                     ]
                   }
                 ]

v3/expert-models/features/audio/speech-to-text-async.mdx

@@ -1,6 +1,6 @@
 ---
 title: "Speech To Text"
 description: "Speech Recognition (or speech to text or voice to text) can recognize and transcribe spoken words (voice),  that will be converted to text with or without diarization."
 ---
 
 import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
@@ -9,12 +9,12 @@
   title={`Speech To Text`}
   description={`Speech Recognition (or speech to text or voice to text) can recognize and transcribe spoken words (voice),  that will be converted to text with or without diarization.`}
   path="v3/expert-models/features/audio/speech-to-text-async"
-  articleSection="Audio Features"
+  articleSection={`Audio Features`}
   about={`Audio AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `speech to text`, `text to speech`]}
   datePublished="2026-05-06T00:00:00Z"
-  dateModified="2026-05-07T00:00:00Z"
+  dateModified="2026-07-27T00:00:00Z"
 />
 
 ## Endpoint
@@ -27,10 +27,10 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Audio file ID from /v3/upload or direct file URL |
 | language | string | No | Language code in ISO format (e.g., 'en', 'fr', 'es') |
 | speakers | int | No | Number of speakers present in the audio |
 | profanity_filter | bool | No | Whether to filter profanity and replace inappropriate words with a series of asterisks |
 | vocabulary | array[string] | No | List of words or composed words to be detected by the speech to text engine |
 
 
@@ -39,31 +39,31 @@
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | text | string | Yes |  |
 | **diarization** | object | Yes |  |
 |     total_speakers | int | Yes |  |
 |     **entries** | array[object] | No |  |
 |         segment | string | Yes |  |
 |         start_time | string | Yes |  |
 |         end_time | string | Yes |  |
 |         speaker | int | Yes |  |
 |         confidence | float | Yes |  |
 |     error_message | string | No |  |
 
 
 ## Available Providers
 
 | Provider | Model String | Price |
 |----------|-------------|-------|
-| amazon | `audio/speech_to_text_async/amazon` | $0.024 per 60 secondes |
-| assembly | `audio/speech_to_text_async/assembly` | $0.011 per 60 secondes |
-| deepgram (base) | `audio/speech_to_text_async/deepgram/base` | $0.0169 per 60 secondes |
-| deepgram | `audio/speech_to_text_async/deepgram` | $0.0189 per 60 secondes |
-| deepgram (enhanced) | `audio/speech_to_text_async/deepgram/enhanced` | $0.0189 per 60 secondes |
-| deepgram (nova-3) | `audio/speech_to_text_async/deepgram/nova-3` | $0.0052 per 60 secondes |
-| gladia | `audio/speech_to_text_async/gladia` | $0.0102 per 60 secondes |
-| google | `audio/speech_to_text_async/google` | $0.024 per 60 secondes |
-| microsoft | `audio/speech_to_text_async/microsoft` | $0.0168 per 60 secondes |
-| openai | `audio/speech_to_text_async/openai` | $0.006 per 60 secondes |
+| amazon | `audio/speech_to_text_async/amazon` | $0.024 per 60 seconds |
+| assembly | `audio/speech_to_text_async/assembly` | $0.011 per 60 seconds |
+| deepgram (base) | `audio/speech_to_text_async/deepgram/base` | $0.0169 per 60 seconds |
+| deepgram | `audio/speech_to_text_async/deepgram` | $0.0189 per 60 seconds |
+| deepgram (enhanced) | `audio/speech_to_text_async/deepgram/enhanced` | $0.0189 per 60 seconds |
+| deepgram (nova-3) | `audio/speech_to_text_async/deepgram/nova-3` | $0.0052 per 60 seconds |
+| gladia | `audio/speech_to_text_async/gladia` | $0.0102 per 60 seconds |
+| google | `audio/speech_to_text_async/google` | $0.024 per 60 seconds |
+| microsoft | `audio/speech_to_text_async/microsoft` | $0.0168 per 60 seconds |
+| openai | `audio/speech_to_text_async/openai` | $0.006 per 60 seconds |
 
 
 ## Quick Start

v3/expert-models/features/audio/tts.mdx

@@ -9,12 +9,12 @@
   title={`Text to Speech`}
   description={`Text-to-speech (TTS) is a technology that converts written text into spoken audio, enabling computers and digital devices to "read" text aloud.`}
   path="v3/expert-models/features/audio/tts"
-  articleSection="Audio Features"
+  articleSection={`Audio Features`}
   about={`Audio AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `speech to text`, `text to speech`]}
   datePublished="2026-05-06T00:00:00Z"
-  dateModified="2026-05-07T00:00:00Z"
+  dateModified="2026-07-27T00:00:00Z"
 />
 
 ## Endpoint
@@ -28,19 +28,18 @@
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | text | string | Yes | Text to convert to speech |
-| voice | string | No | Voice identifier to use for synthesis, can be name or id.
-For supported voices for your provider/model, please check each provider's documentation. |
+| voice | string | No | Voice identifier to use for synthesis, can be name or id. For supported voices for your provider/model, please check each provider's documentation. |
 | speed | float | No | Speed multiplier for speech synthesis |
 | audio_format | string | No | Desired audio format (e.g., 'mp3', 'wav') |
 | speaking_pitch | int | No | Increase or decrease the speaking pitch by a percentage from -100% to 100%, 0 is normal. |
 | speaking_volume | int | No | Increase or decrease the audio volume by a percentage from -100% to 100%, 0 is normal. |
 
 
 ## Output
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | audio_resource_url | string | Yes |  |
 
 
 ## Available Providers
@@ -49,15 +48,15 @@
 |----------|-------------|-------|
 | amazon (neural) | `audio/tts/amazon/neural` | $0.016 per 1,000 chars |
 | amazon (standard) | `audio/tts/amazon/standard` | $0.004 per 1,000 chars |
 | deepgram (aura) | `audio/tts/deepgram/aura` | $0.015 per 1,000 chars |
 | deepgram (aura-2) | `audio/tts/deepgram/aura-2` | $0.03 per 1,000 chars |
 | elevenlabs | `audio/tts/elevenlabs` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_flash_v2) | `audio/tts/elevenlabs/eleven_flash_v2` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_flash_v2_5) | `audio/tts/elevenlabs/eleven_flash_v2_5` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_multilingual_v2) | `audio/tts/elevenlabs/eleven_multilingual_v2` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_turbo_v2) | `audio/tts/elevenlabs/eleven_turbo_v2` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_turbo_v2_5) | `audio/tts/elevenlabs/eleven_turbo_v2_5` | $0.3 per 1,000 chars |
 | elevenlabs (eleven_v3) | `audio/tts/elevenlabs/eleven_v3` | $0.3 per 1,000 chars |
 | google (casual) | `audio/tts/google/casual` | $16 per 1,000,000 chars |
 | google (chirp3-hd) | `audio/tts/google/chirp3-hd` | $30 per 1,000,000 chars |
 | google (chirp-hd) | `audio/tts/google/chirp-hd` | $30 per 1,000,000 chars |
@@ -69,13 +68,13 @@
 | google (polyglot) | `audio/tts/google/polyglot` | $16 per 1,000,000 chars |
 | google (standard) | `audio/tts/google/standard` | $4 per 1,000,000 chars |
 | google (studio) | `audio/tts/google/studio` | $160 per 1,000,000 chars |
 | google (wavenet) | `audio/tts/google/wavenet` | $4 per 1,000,000 chars |
 | lovoai | `audio/tts/lovoai` | $160 per 1,000,000 chars |
 | microsoft (neural) | `audio/tts/microsoft/neural` | $16 per 1,000,000 chars |
 | microsoft (neural-hd) | `audio/tts/microsoft/neural-hd` | $30 per 1,000,000 chars |
 | openai (gpt-4o-mini-tts) | `audio/tts/openai/gpt-4o-mini-tts` | $0.015 per minute |
 | openai (tts-1) | `audio/tts/openai/tts-1` | $15 per 1,000,000 chars |
 | openai (tts-1-hd) | `audio/tts/openai/tts-1-hd` | $30 per 1,000,000 chars |
 
 
 ## Quick Start

v3/expert-models/features/image/ai-detection.mdx

@@ -9,12 +9,12 @@
   title={`AI Image Detection`}
   description={`Determine whether an image was generated by AI or is a real photograph or artwork.`}
   path="v3/expert-models/features/image/ai-detection"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
   datePublished="2026-05-06T00:00:00Z"
-  dateModified="2026-05-07T00:00:00Z"
+  dateModified="2026-07-27T00:00:00Z"
 />
 
 ## Endpoint
@@ -27,14 +27,14 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | ai_score | float | Yes |  |
 | prediction | enum | Yes |  |
 
 
@@ -42,7 +42,8 @@
 
 | Provider | Model String | Price |
 |----------|-------------|-------|
-| winstonai | `image/ai_detection/winstonai` | $0.021 per request |
+| resemble | `image/ai_detection/resemble` | $0.04 per request |
+| winstonai | `image/ai_detection/winstonai` | $0.0145 per image |
 
 
 ## Quick Start
@@ -59,7 +60,7 @@
 }
 
 payload = {
-    "model": "image/ai_detection/winstonai",
+    "model": "image/ai_detection/resemble",
     "input": {
         "file": "YOUR_FILE_UUID_OR_URL"
     }
@@ -74,7 +75,7 @@
   -H "Authorization: Bearer YOUR_API_KEY" \
   -H "Content-Type: application/json" \
   -d '{
-    "model": "image/ai_detection/winstonai",
+    "model": "image/ai_detection/resemble",
     "input": {"file": "YOUR_FILE_UUID_OR_URL"}
   }'
 ```

v3/expert-models/features/image/anonymization.mdx

@@ -1,6 +1,6 @@
 ---
 title: "Image Anonymization"
 description: "Image Anonymization API, also known as image de-identification or image de-personalization, refers to the process of automatically removing personal or sensitive information from images."
 ---
 
 import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
@@ -9,7 +9,7 @@
   title={`Image Anonymization`}
   description={`Image Anonymization API, also known as image de-identification or image de-personalization, refers to the process of automatically removing personal or sensitive information from images.`}
   path="v3/expert-models/features/image/anonymization"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
@@ -27,7 +27,7 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
@@ -35,15 +35,15 @@
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | image | string | Yes |  |
 | image_resource_url | string | Yes |  |
 | **items** | array[object] | No |  |
 |     kind | string | Yes |  |
 |     confidence | float | Yes |  |
 |     **bounding_boxes** | object | Yes |  |
 |         x_min | float | Yes |  |
 |         x_max | float | Yes |  |
 |         y_min | float | Yes |  |
 |         y_max | float | Yes |  |
 
 
 ## Available Providers

v3/expert-models/features/image/background-removal.mdx

@@ -9,7 +9,7 @@
   title={`Background removal`}
   description={`Background removal is a digital image processing technique designed to seamlessly eliminate the backdrop of a photo, leaving behind only the main subject.`}
   path="v3/expert-models/features/image/background-removal"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
@@ -27,7 +27,7 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
@@ -35,7 +35,7 @@
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | image_b64 | string | Yes | The image in base64 format. |
 | image_resource_url | string | Yes | The image url. |
 
 
 ## Available Providers
@@ -43,11 +43,11 @@
 | Provider | Model String | Price |
 |----------|-------------|-------|
 | api4ai | `image/background_removal/api4ai` | $50 per 1,000 files |
 | clipdrop | `image/background_removal/clipdrop` | $0.5 per request |
 | photoroom | `image/background_removal/photoroom` | $20 per 1,000 files |
 | picsart | `image/background_removal/picsart` | $0.04 per image |
 | sentisight | `image/background_removal/sentisight` | $0.75 per 1,000 files |
 | stabilityai | `image/background_removal/stabilityai` | $0.02 per request |
 
 
 ## Quick Start

v3/expert-models/features/image/deepfake-detection.mdx

@@ -1,20 +1,20 @@
 ---
 title: "Deepfake Detection"
-description: ""
+description: "Detect whether a face in a real photo has been swapped or manipulated (face-swap deepfakes). For fully AI-generated images, use AI Image Detection instead."
 ---
 
 import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
 
 <TechArticleSchema
   title={`Deepfake Detection`}
-  description={``}
+  description={`Detect whether a face in a real photo has been swapped or manipulated (face-swap deepfakes). For fully AI-generated images, use AI Image Detection instead.`}
   path="v3/expert-models/features/image/deepfake-detection"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
   datePublished="2026-05-06T00:00:00Z"
-  dateModified="2026-05-07T00:00:00Z"
+  dateModified="2026-07-27T00:00:00Z"
 />
 
 ## Endpoint
@@ -27,14 +27,14 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | deepfake_score | float | Yes |  |
 | prediction | enum | Yes |  |
 
 
@@ -42,7 +42,8 @@
 
 | Provider | Model String | Price |
 |----------|-------------|-------|
-| sightengine | `image/deepfake_detection/sightengine` | $0.002 per image |
+| resemble | `image/deepfake_detection/resemble` | $0.04 per image |
+| sightengine | `image/deepfake_detection/sightengine` | $0.0145 per image |
 
 
 ## Quick Start
@@ -59,7 +60,7 @@
 }
 
 payload = {
-    "model": "image/deepfake_detection/sightengine",
+    "model": "image/deepfake_detection/resemble",
     "input": {
         "file": "YOUR_FILE_UUID_OR_URL"
     }
@@ -74,7 +75,7 @@
   -H "Authorization: Bearer YOUR_API_KEY" \
   -H "Content-Type: application/json" \
   -d '{
-    "model": "image/deepfake_detection/sightengine",
+    "model": "image/deepfake_detection/resemble",
     "input": {"file": "YOUR_FILE_UUID_OR_URL"}
   }'
 ```

v3/expert-models/features/image/explicit-content.mdx

@@ -9,12 +9,12 @@
   title={`Explicit Content Detection`}
   description={`Explicit Content Detection detects adult only content in images, that is generally inappropriate for people under the age of 18 and includes nudity, sexual activity, pornography, violence, gore`}
   path="v3/expert-models/features/image/explicit-content"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
   datePublished="2026-05-06T00:00:00Z"
-  dateModified="2026-05-07T00:00:00Z"
+  dateModified="2026-07-27T00:00:00Z"
 />
 
 ## Endpoint
@@ -27,85 +27,21 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | nsfw_likelihood | int | Yes | An integer representing the likelihood of NSFW content. Higher values indicate a higher likelihood. |
 | nsfw_likelihood_score | float | Yes | A floating-point score representing the confidence level of the NSFW likelihood assessment. This is typically a value between 0.0 and 1.0. |
 | **items** | array[object] | No | A list of items identified as potentially explicit. Each item contains details of the explicit content detected. |
 |     label | string | Yes |  |
 |     likelihood | int | Yes |  |
 |     likelihood_score | float | Yes |  |
 |     category | enum | Yes | The category of the detected content. Possible values include: 'Toxic', 'Content', 'Sexual', 'Violence', 'DrugAndAlcohol', 'Finance', 'HateAndExtremism', 'Safe', 'Other'. |
-|     subcategory | string | Yes | The subcategory of content. Possible values:
-
-Toxic Subcategories:
-- Insult
-- Obscene
-- Derogatory
-- Profanity
-- Threat
-- Toxic
-
-Content Subcategories:
-- MiddleFinger
-- PublicSafety
-- Health
-- Explicit
-- QRCode
-- Medical
-- Politics
-- Legal
-
-Sexual Subcategories:
-- SexualActivity
-- SexualSituations
-- Nudity
-- PartialNudity
-- Suggestive
-- AdultToys
-- RevealingClothes
-- Sexual
-
-Violence Subcategories:
-- GraphicViolenceOrGore
-- PhysicalViolence
-- WeaponViolence
-- Violence
-
-Drug and Alcohol Subcategories:
-- DrugProducts
-- DrugUse
-- Tobacco
-- Smoking
-- Alcohol
-- Drinking
-
-Finance Subcategories:
-- Gambling
-- Finance
-- MoneyContent
-
-Hate and Extremism Subcategories:
-- Hate
-- Harassment
-- Threatening
-- Extremist
-- Racy
-
-Safe Subcategories:
-- Safe
-- NotSafe
-
-Other Subcategories:
-- Spoof
-- Religion
-- Offensive
-- Other |
+|     subcategory | string | Yes | The subcategory of content. Possible values: Toxic Subcategories: - Insult - Obscene - Derogatory - Profanity - Threat - Toxic Content Subcategories: - MiddleFinger - PublicSafety - Health - Explicit - QRCode - Medical - Politics - Legal Sexual Subcategories: - SexualActivity - SexualSituations - Nudity - PartialNudity - Suggestive - AdultToys - RevealingClothes - Sexual Violence Subcategories: - GraphicViolenceOrGore - PhysicalViolence - WeaponViolence - Violence Drug and Alcohol Subcategories: - DrugProducts - DrugUse - Tobacco - Smoking - Alcohol - Drinking Finance Subcategories: - Gambling - Finance - MoneyContent Hate and Extremism Subcategories: - Hate - Harassment - Threatening - Extremist - Racy Safe Subcategories: - Safe - NotSafe Other Subcategories: - Spoof - Religion - Offensive - Other |
 
 
 ## Available Providers
@@ -113,12 +49,12 @@
 | Provider | Model String | Price |
 |----------|-------------|-------|
 | amazon | `image/explicit_content/amazon` | $1 per 1,000 files |
 | clarifai | `image/explicit_content/clarifai` | $2 per 1,000 files |
 | google | `image/explicit_content/google` | $1.5 per 1,000 files |
 | microsoft | `image/explicit_content/microsoft` | $1 per 1,000 files |
 | openai | `image/explicit_content/openai` | $24 per 1,000 files |
 | openai (gpt-4o) | `image/explicit_content/openai/gpt-4o` | $24 per 1,000 files |
 | sentisight | `image/explicit_content/sentisight` | $0.75 per 1,000 files |
 
 
 ## Quick Start

v3/expert-models/features/image/face-compare.mdx

@@ -9,7 +9,7 @@
   title={`Face Comparison`}
   description={`Compare two faces and decide whether they are from the same person. The API expects 2 images, reference and query, where the former is the ground truth (e.g.`}
   path="v3/expert-models/features/image/face-compare"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
@@ -27,8 +27,8 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file1 | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 | file2 | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
@@ -37,7 +37,7 @@
 |-------|------|----------|-------------|
 | **items** | array[object] | No |  |
 |     confidence | float | Yes |  |
 |     **bounding_box** | object | Yes |  |
 |         top | float | Yes |  |
 |         left | float | Yes |  |
 |         height | float | Yes |  |
@@ -50,7 +50,7 @@
 |----------|-------------|-------|
 | amazon | `image/face_compare/amazon` | $1 per 1,000 requests |
 | base64 | `image/face_compare/base64` | $0.25 per request |
 | facepp | `image/face_compare/facepp` | $2 per 1,000 requests |
 
 
 ## Quick Start

v3/expert-models/features/image/face-detection.mdx

@@ -9,7 +9,7 @@
   title={`Face Detection`}
   description={`Face Detection is a computer technology being used in a variety of applications that identifies human faces in digital images with different attributes like landmarks, sentiments and physical attire`}
   path="v3/expert-models/features/image/face-detection"
-  articleSection="Image Features"
+  articleSection={`Image Features`}
   about={`Image AI API`}
   proficiencyLevel="Intermediate"
   keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
@@ -27,7 +27,7 @@
 
 | Field | Type | Required | Description |
 |-------|------|----------|-------------|
 | file | file_input | Yes | Image file ID from /v3/upload or direct file URL |
 
 
 ## Output
@@ -37,58 +37,58 @@
 | **items** | array[object] | No |  |
 |     confidence | float | Yes |  |
 |     **landmarks** | object | Yes |  |
 |         left_eye | array[float] | No |  |
 |         left_eye_top | array[float] | No |  |
 |         left_eye_right | array[float] | No |  |
 |         left_eye_bottom | array[float] | No |  |
 |         left_eye_left | array[float] | No |  |
 |         right_eye | array[float] | No |  |
 |         right_eye_top | array[float] | No |  |
 |         right_eye_right | array[float] | No |  |
 |         right_eye_bottom | array[float] | No |  |
 |         right_eye_left | array[float] | No |  |
 |         left_eyebrow_left | array[float] | No |  |
 |         left_eyebrow_right | array[float] | No |  |
 |         left_eyebrow_top | array[float] | No |  |
 |         right_eyebrow_left | array[float] | No |  |
 |         right_eyebrow_right | array[float] | No |  |
 |         left_pupil | array[float] | No |  |
 |         right_pupil | array[float] | No |  |
 |         nose_tip | array[float] | No |  |
 |         nose_bottom_right | array[float] | No |  |
 |         nose_bottom_left | array[float] | No |  |
 |         mouth_left | array[float] | No |  |
 |         mouth_right | array[float] | No |  |
 |         right_eyebrow_top | array[float] | No |  |
 |         midpoint_between_eyes | array[float] | No |  |
 |         nose_bottom_center | array[float] | No |  |
 |         nose_left_alar_out_tip | array[float] | No |  |
 |         nose_left_alar_top | array[float] | No |  |
 |         nose_right_alar_out_tip | array[float] | No |  |
 |         nose_right_alar_top | array[float] | No |  |
 |         nose_root_left | array[float] | No |  |
 |         nose_root_right | array[float] | No |  |
 |         upper_lip | array[float] | No |  |
 |         under_lip | array[float] | No |  |
 |         under_lip_bottom | array[float] | No |  |
 |         under_lip_top | array[float] | No |  |
 |         upper_lip_bottom | array[float] | No |  |
 |         upper_lip_top | array[float] | No |  |
 |         mouth_center | array[float] | No |  |
 |         mouth_top | array[float] | No |  |
 |         mouth_bottom | array[float] | No |  |
 |         left_ear_tragion | array[float] | No |  |
 |         right_ear_tragion | array[float] | No |  |
 |         forehead_glabella | array[float] | No |  |
 |         chin_gnathion | array[float] | No |  |
 |         chin_left_gonion | array[float] | No |  |
 |         chin_right_gonion | array[float] | No |  |
 |         upper_jawline_left | array[float] | No |  |
 |         mid_jawline_left | array[float] | No |  |
 |         mid_jawline_right | array[float] | No |  |
 |         upper_jawline_right | array[float] | No |  |
 |         left_cheek_center | array[float] | No |  |
 |         right_cheek_center | array[float] | No |  |
 |     **emotions** | object | Yes |  |
 |         joy | int | Yes |  |
 |         sorrow | int | Yes |  |
@@ -107,18 +107,18 @@
 |         yaw | float | Yes |  |
 |     age | float | Yes |  |
 |     gender | string | Yes |  |
 |     **bounding_box** | object | Yes |  |
 |         x_min | float | Yes |  |
 |         x_max | float | Yes |  |
 |         y_min | float | Yes |  |
 |         y_max | float | Yes |  |
 |     **hair** | object | Yes |  |
 |         **hair_color** | array[object] | No |  |
 |             color | string | Yes |  |
 |             confidence | float | Yes |  |
 |         bald | float | Yes |  |
 |         invisible | bool | Yes |  |
 |     **facial_hair** | object | Yes |  |
 |         moustache | float | Yes |  |
 |         beard | float | Yes |  |
 |         sideburns | float | Yes |  |
@@ -129,23 +129,23 @@
 |         brightness | float | Yes |  |
 |         sharpness | float | Yes |  |
 |     **makeup** | object | Yes |  |
 |         eye_make | bool | Yes |  |
 |         lip_make | bool | Yes |  |
 |     **accessories** | object | Yes |  |
 |         sunglasses | float | Yes |  |
 |         reading_glasses | float | Yes |  |
 |         swimming_goggles | float | Yes |  |
 |         face_mask | float | Yes |  |
 |         eyeglasses | float | Yes |  |
 |         headwear | float | Yes |  |
 |     **occlusions** | object | Yes |  |
 |         eye_occluded | bool | Yes |  |
 |         forehead_occluded | bool | Yes |  |
 |         mouth_occluded | bool | Yes |  |
 |     **features** | object | Yes |  |
 |         eyes_open | float | Yes |  |
 |         smile | float | Yes |  |
 |         mouth_open | float | Yes |  |
 
 
 ## Available Providers
@@ -154,7 +154,7 @@
 |----------|-------------|-------|
 | amazon | `image/face_detection/amazon` | $1 per 1,000 files |
 | api4ai | `image/face_detection/api4ai` | $0.75 per 1,000 files |
 | clarifai | `image/face_detection/clarifai` | $2 per 1,000 files |
 | google | `image/face_detection/google` | $1.5 per 1,000 files |