mask-generation
curl --request POST \
--url https://api.bytez.com/models/v2/facebook/sam-vit-base \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"url": "https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png",
"base64": "data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"
}
'import requests
url = "https://api.bytez.com/models/v2/facebook/sam-vit-base"
payload = {
"url": "https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png",
"base64": "data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
url: 'https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png',
base64: 'data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)'
})
};
fetch('https://api.bytez.com/models/v2/facebook/sam-vit-base', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.bytez.com/models/v2/facebook/sam-vit-base",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'url' => 'https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png',
'base64' => 'data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)'
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.bytez.com/models/v2/facebook/sam-vit-base"
payload := strings.NewReader("{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.bytez.com/models/v2/facebook/sam-vit-base")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.bytez.com/models/v2/facebook/sam-vit-base")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}"
response = http.request(request)
puts response.read_body{
"error": "<string>",
"output": {
"input_image_dimensions": {
"width": 1264,
"height": 770
},
"masks": [
[
[
0,
0,
0
]
],
[
[
1,
1,
1
]
],
[
[
1,
0,
1
]
]
],
"scores": [
0.996,
0.999,
0.601
]
}
}{
"error": "Unauthorized",
"output": null
}{
"error": "Rate limit exceeded",
"output": null
}Image Models
mask-generation
Generate masks for objects in images for tasks like image segmentation, medical imaging, and computer vision applications
POST
/
models
/
v2
/
facebook
/
sam-vit-base
mask-generation
curl --request POST \
--url https://api.bytez.com/models/v2/facebook/sam-vit-base \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"url": "https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png",
"base64": "data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"
}
'import requests
url = "https://api.bytez.com/models/v2/facebook/sam-vit-base"
payload = {
"url": "https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png",
"base64": "data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)"
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
url: 'https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png',
base64: 'data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)'
})
};
fetch('https://api.bytez.com/models/v2/facebook/sam-vit-base', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.bytez.com/models/v2/facebook/sam-vit-base",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'url' => 'https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png',
'base64' => 'data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)'
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.bytez.com/models/v2/facebook/sam-vit-base"
payload := strings.NewReader("{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.bytez.com/models/v2/facebook/sam-vit-base")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.bytez.com/models/v2/facebook/sam-vit-base")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"url\": \"https://huggingface.co/datasets/huggingfacejs/tasks/resolve/main/mask-generation/mask-generation-input.png\",\n \"base64\": \"data:image/png;base64,...BASE_64_GOES_HERE (Only use this is you are not using a url)\"\n}"
response = http.request(request)
puts response.read_body{
"error": "<string>",
"output": {
"input_image_dimensions": {
"width": 1264,
"height": 770
},
"masks": [
[
[
0,
0,
0
]
],
[
[
1,
1,
1
]
],
[
[
1,
0,
1
]
]
],
"scores": [
0.996,
0.999,
0.601
]
}
}{
"error": "Unauthorized",
"output": null
}{
"error": "Rate limit exceeded",
"output": null
}Authorizations
Set Authorization header to BYTEZ_KEY
'Authorization: YOUR_BYTEZ_KEY_HERE'
Body
application/json
Schema for mask-generation models
Response
Successful mask-generation response.
Null on success; otherwise an error message.
Successful response with the mask image URL
Show child attributes
Show child attributes
Example:
{
"input_image_dimensions": { "width": 1264, "height": 770 },
"masks": [[[0, 0, 0]], [[1, 1, 1]], [[1, 0, 1]]],
"scores": [0.996, 0.999, 0.601]
}