---
title: "Satellite Visual Analysis"
method: POST
path: "/research/visual-analysis"
tags: ["research", "research"]
---

# Satellite Visual Analysis

`POST /research/visual-analysis`

## Request

- Base URL: `https://api.fincept.in` (the document declares no server; this is the origin it was published from)
- URL: `https://api.fincept.in/research/visual-analysis`
- Auth: API key in header `X-API-Key`

Multimodal Visual Analysis using MiniMax-M2.7 for satellite imagery and visual understanding.

This endpoint enables advanced visual analysis capabilities including:
- Satellite image analysis and interpretation
- Geographic feature detection and classification
- Land use and land cover analysis
- Urban planning and infrastructure mapping
- Environmental monitoring
- Agricultural assessment
- Disaster response and damage assessment
- Object detection and counting in images
- Visual question answering
- Image description and captioning

Model: MiniMax-M2.7 (Multimodal Vision-Language Model)
- Native multimodal understanding
- 128K context window
- Advanced visual reasoning
- Function calling capabilities
- High-resolution image processing

Cost: 10 credits per successful response
Note: Credits are ONLY deducted on successful analysis. If the model fails, no credits are charged.

Rate limit: 1 request per second

Example Use Cases:
- "Identify all buildings in this satellite image"
- "What type of land use is shown in this area?"
- "Detect any changes or anomalies in this image"
- "Count the number of vehicles in this parking lot"
- "Analyze the vegetation health in this agricultural field"

## Request body

- VisualAnalysisRequest
  - `image_url` string, required
  - `prompt` string, required
  - `max_tokens` integer, nullable
  - `temperature` number, nullable
  - `enable_thinking` boolean, nullable

## Response `200`

Successful Response

- unknown

## Other responses

- `422`: Validation Error

---

[API](https://skmtc.dev/fincept/apis/fincept-api.md) · [All operations](https://skmtc.dev/fincept/apis/fincept-api/llms.txt) · [OpenAPI document](https://skmtc.dev/fincept/apis/fincept-api/revisions/e9c0076ea55a?raw)