VGGT-1B
Whakauru
vggt-1b
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/vggt-1b?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/vggt-1b?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/vggt-1b", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/mi/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "vggt-1b",
"input": {}
}
Karangahia te tauira VGGT-1B (vggt-1b) mā te Doitong API. Tuhinga mō ngā āpiha: https://doitong.com/mi/developers/models/vggt-1b.md
POST https://api.doitong.com/v1/run/vggt-1b?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{}
Mēnā ko "queued" "running" rānei te tūnga whakautu, uiuitia GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 kia "succeeded"; kei outputs[].url ngā kōnae. Ko POST https://api.doitong.com/v1/quote/vggt-1b me taua tinana anō ka whakahoki i te utu tika i mua i te whakahaere.
Tae atu ki te $ 1.755 mō ia whakahaerenga ka utua mō te whakamahinga tūturu, ka whakahokia te toenga Whakahaerehia ki tēnei whārangi
Tō kī API hou. Ka whakaaturia ināianei anake, ā, kua whakaurua kētia ki te waehere me te āpure kī API kei raro. Me huna: kaua rawa e waiho ki te waehere e whakahaere ana i roto i te pūtirotiro.
Kei konei tō hua tuatahi
Hangaia he tono ki raro nei, ka whakahaere mā tō kī API. Ka tāruatia ngā putanga ki tō mātou rokiroki, ka puritia mō ake tonu atu, mō rānei 7 rā mō te kore utu.
Hangaia he tono
Ka hangaia ngā mana whakahaere mai i te aronuinga o te tauira. Ka whakahoungia te waehere me te utu ina whakarerekē koe.
/run/vggt-1b?wait=20
utu → $ 1.755
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/vggt-1b?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://api.doitong.com/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/vggt-1b?wait=20", {
method: "POST",
headers,
body: JSON.stringify({}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/vggt-1b", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "vggt-1b",
"input": {},
"wait_seconds": 20
}
}
}
Whakahaerehia tēnei tono
Ka noho tō kī ki tēnei pūtirotiro: ka tukuna ki te Doitong API anake, ā, ka tiakina ki te localStorage anake ina tohua e koe te Mahara. Tikina he kī API
Mō VGGT-1B
Ka whakatau i te āhuahanga mai i ngā tirohanga maha. Tukuna kia 48 whakaahua ki `image_urls`, ā, ki te hiahia, tāpirihia he `video_url` ka tīpakohia ia `frame_sampling_rate` anga. Ka whakahoki i ngā mahere hōhonu mō ia anga, ngā extrinsics me ngā intrinsics o te kāmera, ngā kōnae matapae taketake, me tētahi kapua ira GLB me ngā koeko kāmera. Mā `confidence_percentile` me `max_points` e whakahaere te mātotoru o te kapua ira.
Ngā tawhā
Tukuna te ingoa tōmua, te ingoa taketake rānei, kaua e rua. Ngā ingoa tōmua
image_urlskōwhiringa
images
video_urlkōwhiringa
video
frame_sampling_ratekōwhiringa
alpha_blend_ontokōwhiringa
export_prediction_datakōwhiringa
export_depth_mapskōwhiringa
export_point_cloudkōwhiringa
array_encodingkōwhiringa
exclude_keyskōwhiringa
confidence_percentilekōwhiringa
max_pointskōwhiringa
enable_safety_checkerkōwhiringa
Mō ngā tawhā kōnae, whakamahia he URL tūmatanui https://, he URI data: tae atu ki te 10 MB, he file_url rānei o tētahi tukuake. Ngā kōnae
Putanga
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "vggt-1b",
"status": "succeeded",
"created_at": "2026-10-20T12:00:00Z",
"started_at": "2026-10-20T12:00:02Z",
"completed_at": "2026-10-20T12:00:09Z",
"queue_position": null,
"cost": {
"credits": 1755,
"usd": "1.755",
"charged": 1755,
"refunded": 0
},
"input": {},
"output": {
"point_cloud": {
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200
},
"depth_maps": [
{
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768
}
],
"prediction_data": [
{
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200
}
],
"num_frames": 1,
"depth_range": [
1.0
],
"extrinsics": [
[
[
1.0
]
]
],
"intrinsics": [
[
[
1.0
]
]
],
"timings": {}
},
"outputs": [
{
"type": "file",
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_size": 1843200,
"stored": true
}
],
"error": null,
"metrics": {
"inference_seconds": 6.8
},
"urls": {
"self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
Ngā āpure o te putanga
- point_cloud
- object {url, content_type, file_name, file_size} | nullKa whakahokia te kaweake kapua ira ina true a `export_point_cloud`; ka hanumi tōna tirohanga GLB i te kapua me ngā kōeko kāmera.
- depth_maps
- array of object {url, content_type, file_name, file_size, width, height}Ka wātea te kaweake mahere hōhonutanga ina true a `export_depth_maps`. Ka whai ngā tūemi i te raupapa anga pūtake, ā, he raster PNG hina 16-bit ia anga.
- prediction_data
- array of object {url, content_type, file_name, file_size}Kaweake matapae mata: ina true a `export_prediction_data`, he kōnae JSON ake tō ia anga, ā, ka whai ngā kōnae i te raupapa anga.
- num_frames
- integerTapeke tatau anga kua hangaia anō, tae atu ki ngā atahanga me ngā anga i tīpakohia mai i te ataata.
- depth_range
- array of numberNgā rohe hōhonutanga [min, max] mō te whakawaehere `depth_maps`. Whakaora i te hōhonutanga hei min + pixel * (max - min) / 65535.
- extrinsics
- array of array of array of numberNgā matriki extrinsic kāmera-mai-i-te-ao, 3x4 te rahi, mō ia anga; ko ngā tuaka OpenCV e tohu matau ki x, whakararo ki y, whakamua ki z.
- intrinsics
- array of array of array of numberNgā matriki intrinsic pinhole, 3x3 te rahi, mō ia anga, kua whakaaturia ki ngā taunga pika o te anga 518x518 a te tauira.
- timings
- objectTe wā karaka-ao kua pau mō ia wāhanga, i roto i ngā hēkona.
Ētahi atu tauira: Matakite
Mō ngā āpiha AI: kei te wātea tēnei whārangi hei Markdown ki https://doitong.com/mi/developers/models/vggt-1b.md. Ngā tauira me ngā aratohu katoa: https://doitong.com/developers/llms.txt