Graph Understanding

Understand hand-drawn and printed graphs. Currently, we support scatter plots and line charts (lines and parabolas).

Get started with Solvio's Graph Understanding API easily by downloading the Postman Collection attached below. To learn more about Postman Collections click here.

284KB

Solvio Graph Understanding.postman_collection.json

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Graph Understanding

POST https://developer.trysolvio.ai/api/graph/understanding

Headers

Name	Type	Description
Authentication	string	Pass your token in format Bearer <Token> Check out Authentication for more

Request Body

Name	Type	Description
src	string	Image encoded in base64 format. data:image/png;base64,iVBO..
handDrawn	boolean	Graph is hand drawn or not
grid	boolean	Whether graph contains grid
blank	boolean	Whether graph is blank or not
ocr	string	Should OCR be done for labels, coordinates. Default true
plotType	string	scatterPlot or linePlot
leastCount	number	Default 1
scaleY	number	Scale of Image in Y direction. Default 1
scaleX	number	Scale of Image in X direction. Default 1
function	string	LINE or PARABOLAX or PARABOLAY

200 Request Completed Graph Characteristics blank: True, if the input request has no graph else False. grid: True, if the input request has a grid else False. title: String, if a title is detected in the graph else NA xLabel: String, if the X-axis is labelled else NA yLabel: String, if the Y-axis is labelled else NA scaleX: Int, X scale of the graph scaleY: Int, Y scale of the graph handDrawn: True, if the graph is hand-drawn else False plotType: If the graph is a SCATTER plot or a LINE plot. Function Characteristics function : LINE, PARABOLAX, PARABOLAY. xIntersection : True, if the function intersects the X-axis else False. yIntersection : True, if the function intersects the Y-axis else False. quadrants : List of quadrants the function passes through. equation: The ascii property is a human readable version of the estimated equation. The latex property represents the estimated equation as a latex formatted expression (fractions are prefered over decimals). The equation format is LINE [y=mx+c], PARABOLAX [x=ay^2+by+c] and PARABOLAY [y=ax^2+bx+c]. points: The coordinates of the points (just dots/crosses) marked on the graph. coordinates: List of (x, y) pairs explicitly marked on the graph. parameters: The unique parameters that represent the LINE (m, c) [ y = mx + c ] or PARABOLAX (a, h, k) [ (y-k)^2 = a(x-h) ] or PARABOLAY (a, h, k) [ (x-h)^2 = a(y-k) ]. (h, k) represent the coordinates of the vertex, a represents the length of the latus rectum and orientation of the parabola. Image Path imagePath : String, the image URI (uploaded to and served using Solvio's CDN)

{
  "error": {
    "id": "string",
    "description": "string"
  },
  "imagePath": "string",
  "graphCharacteristics": {
    "blank": false,
    "grid": false,
    "title": "",
    "xLabel": "",
    "yLabel": "",
    "scaleX": 1,
    "scaleY": 1,
    "handDrawn": false,
    "plotType": "string"
  },
  "functionCharacteristics": {
    "function": "string",
    "xIntersection": false,
    "yIntersection": false,
    "quadrants": [],
    "equation": {
      "ascii" : "",
      "latex" : ""
    },
    "points": [],
    "coordinates": [],
    "parameters": {}
  }
}

Code Samples

JavaScript

const headers = {
    'content-type': 'application/json',
    // Paste your token here
    'authorization': 'Bearer eyJhbGciOiJSUzI1...'
}

const body = {
    src: "data:image/png;base64,iVBOR...",
//  Add other parameters if needed
//  scaleX : 0.5,
//  plotType: 'linePlot' 
}

fetch("https://developer.trysolvio.ai/api/graph/understanding", {
    method: 'POST',
    headers,
    body: JSON.stringify(body)
}).then(res => {
    return res.json()
}).then(data => {
    console.log(data);
})

Python

import requests
import json

url = "https://developer.trysolvio.ai/api/graph/understanding"

payload = json.dumps({
    src : "data:image/png;base64,iVBOR...",
#   Added other parameters if needed
#   scaleX : 0.5,
#   plotType : 'linePlot'    
})

headers = {
    'content-type' : 'application/json',
    # Add your token here
    'authorization' : 'Bearer eyJhbGciOiJSUzI1...'
}

response = requests.post(url, headers=headers, data=payload)

print(response.json())

Java

JSONObject obj = new JSONObject();
// Put your base64 encoded image here
obj.put("src", "data:image/png;base64,iVBOR...");
// You can put more parameters here
// obj.put("scaleX", 1);

OkHttpClient client = new OkHttpClient();

MediaType mediaType = MediaType.parse("application/json; charset=utf-8");
String body = obj.toString().toRequestBody(mediaType);

// Make sure to put the correct token in the Authorization header
Request request: Request = Request.Builder()
            .url("https://developer.trysolvio.ai/api/graph/understanding")
            .addHeader("Authorization", "Bearer eyJhbGciOiJSUzI1...")
            .post(body)
            .build();

Response response = client.newCall(request).execute();

// You can convert the string to JSONObject if needed
System.out.println(response.body().string());

If you have a feature request, please write to us at [e-mail].