Object Detection & Segmentation
AI-powered detection, segmentation, and analysis.
Detect, locate, and segment objects in images and video via API. Bounding boxes, instance masks, semantic segmentation, and classification for any visual analysis pipeline.
Hypereal is an independent third-party API aggregator. We are not affiliated with, endorsed by, or sponsored by Google, OpenAI, Anthropic, xAI, Black Forest Labs, ByteDance, Kuaishou, or any other model provider. Model names are trademarks of their respective owners and are used here solely to indicate which third-party model each endpoint forwards requests to.
Integrate in minutes
Standard REST API that works with any language. One API key gives you access to all models.
- Single endpoint for all models
- Bearer token authentication
- JSON request & response
- Webhook callbacks for async jobs
- Python & Node.js SDK available
curl -X POST https://api.hypereal.cloud/v1/vision/detect \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "object-detector",
"image_url": "https://example.com/scene.jpg",
"tasks": ["detection", "segmentation"]
}'Why Hypereal
Object Detection
Identify and locate objects with bounding boxes and confidence scores. Supports hundreds of object categories out of the box.
Instance Segmentation
Pixel-level masks for each detected object. Separate overlapping instances for precise analysis and manipulation.
Video Analysis
Process video frames for object tracking, counting, and motion analysis. Ideal for surveillance, retail analytics, and automation.
Which credits get consumed?
One API key works for both. Routing is decided by the model you call, not by the key.
Claude, GPT, and Gemini coding models spend the same Hypereal Credits wallet. Your selected top-up amount can reduce charges on these coding models.
Video, image, audio, 3D, GPU, training, and other model APIs use the prices shown on their product pages.
Frequently asked questions
What types of objects can be detected?
Our models support 500+ object categories including people, vehicles, animals, furniture, electronics, food, and more. Custom categories can be added for enterprise use cases.
What is the difference between detection and segmentation?
Detection provides bounding boxes around objects. Segmentation provides pixel-level masks showing the exact shape of each object. Segmentation is more precise but slightly slower.
Can I process video?
Yes. Send video frames for sequential analysis with object tracking across frames. Supports counting, path analysis, and temporal patterns.
What output format is returned?
The API returns JSON with detected objects, confidence scores, bounding box coordinates, and optionally base64-encoded segmentation masks.
How do I get started?
Yes. Sign up and buy credits to test object detection and segmentation. Credits start at $10.
Add AI vision to your product
Sign up, buy credits, and integrate object detection. Credits start at $10.