Image Analysis Guides & API Comparisons
Practical, developer-first guides on image analysis, content moderation, and AI-generated image detection. Each guide walks through a real use case — screening user uploads, comparing image recognition APIs, building a moderation pipeline — with the exact POST /detect calls and decision logic you need to ship.
The Pixicular image analysis API returns object labels, content-moderation flags, age estimation, OCR text, and facial-emotion signals from a single endpoint. Browse the guides below to see how teams put it to work.
All image analysis guides
Pixicular vs AWS Rekognition
Pixicular vs AWS Rekognition compared: single-endpoint multi-service calls, simpler pricing, and a developer-first image analysis and content moderation API.
Read the guideE-commerce Product Image Moderation
Automatically screen seller-uploaded product images for nudity, violence and counterfeit indicators. One moderation API call returns label and content-moderation flags.
Read the guideAge Detection API
Estimate age from a photo with one API call. Pixicular's age detection API returns an age range per face as structured JSON for age-gating and compliance flows.
Read the guideID Document OCR for KYC
Extract structured data from passports, driving licences, and national IDs with one API call. Pixicular's detect-text service returns JSON fields for KYC onboarding flows.
Read the guideImage Moderation API for Marketplaces
Screen user-uploaded listing photos on classifieds and peer-to-peer marketplaces automatically. One API call returns content-moderation flags and label detection results.
Read the guideNSFW / Nudity Detection API
NSFW detection API for nudity, explicit sexual activity, suggestive, violence, and drug-use moderation. One REST call returns category confidence scores as JSON.
Read the guideAI Image Moderation for Dating Apps
Screen dating-app profile photos for nudity, explicit content, and likely-underage users in one API call. Content moderation plus age estimation, structured JSON back.
Read the guideUGC Image Moderation for Social Platforms
Moderate user-uploaded images at scale on social platforms. Pre-publish scanning, post-publish sweeps, and appeals — content moderation plus label detection in one API call.
Read the guideAge Verification API for Age-restricted Platforms
Estimate age from a photo for age-restricted platforms. A lightweight age-assurance signal — one API call returns an age range and confidence per face as JSON.
Read the guideInsurance Claim Photo Analysis API
Analyse insurance claim photos with one API call. Vehicle-part and damage labels, VIN and plate OCR, and moderation flags for staged or manipulated evidence as JSON.
Read the guideOCR API — Extract Text from Images
Extract text from any image with a single REST call. Pixicular's OCR API returns recognised text blocks, bounding boxes, per-block confidence, and detected language as JSON.
Read the guideFace Emotion Detection API
Detect happy, sad, angry, surprised, neutral, disgusted, and fearful emotions per face with one REST call. Pixicular's face emotion detection API returns scored JSON.
Read the guideObject & Label Detection API
Detect objects, scenes, activities, and concepts in any image with one REST call. Pixicular's object and label detection API returns ranked, scored labels as JSON.
Read the guideWhat Is Image Content Moderation?
Image content moderation explained: how automated detection works, categories of harmful content, the moderation pipeline, legal duties, and when to use an API.
Read the guideAI Moderation vs Human Moderation
AI moderation vs human moderation compared on speed, accuracy, cost, edge cases, and legal liability. A decision guide for trust and safety leads choosing an operating model.
Read the guideImage Moderation Compliance — DSA and UK OSA
How automated image moderation APIs satisfy DSA notice-and-action, proactive detection, and transparency duties — plus equivalent UK Online Safety Act obligations.
Read the guidePixicular vs Google Cloud Vision
Pixicular vs Google Cloud Vision compared on request shape, pricing, and feature coverage. One multi-service endpoint and flat plans vs per-feature billing.
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Start analyzing images
Pick a plan on the pricing page and follow the API documentation for authentication and the full response schema.