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Try Kling O3 Pro: Image-to-Video in the Workbench Run this model interactively, tune parameters, and compare outputs.
Model ID: kling-video-o3-pro-image-to-video
The Kling Video O3 Pro series specializes in image-to-video generation, transforming a single input image into dynamic video sequences guided by textual descriptions of motion and action. It supports customizable duration (1-10 seconds), aspect ratios (16:9, 9:16, 1:1), motion strength, and advanced inference parameters like guidance scale and number of steps for fine-tuned control over output quality and style. Ideal for creating realistic animations, product demos, and creative video content from static visuals.
Example request
Use the Workbench as a request builder: configure parameters for this model in the UI, then open the API tab to copy the exact cURL or Python call.
Sync
Async
Async with SSE
This blocks until the video is ready (typically 5-15 minutes). Prefer Async or Async with SSE for anything beyond quick experimentation. See the video generation reference for more details. Minimal
Basic parameters
All parameters
curl -X POST https://hub.oxen.ai/api/ai/videos/generate \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}'
curl -X POST https://hub.oxen.ai/api/ai/videos/generate \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}'
curl -X POST https://hub.oxen.ai/api/ai/videos/generate \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"duration": 5,
"aspect_ratio": "16:9"
}'
See the async queue reference for more details. Minimal
Basic parameters
All parameters
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}' | jq -r '.generations[0].generation_id' )
# Poll until the generation reaches a terminal status.
while true ; do
STATUS = $( curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq -r '.status' )
echo "Status: $STATUS "
case $STATUS in succeeded | failed | cancelled ) break ;; esac
sleep 5
done
# Print the result.
curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq .
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}' | jq -r '.generations[0].generation_id' )
# Poll until the generation reaches a terminal status.
while true ; do
STATUS = $( curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq -r '.status' )
echo "Status: $STATUS "
case $STATUS in succeeded | failed | cancelled ) break ;; esac
sleep 5
done
# Print the result.
curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq .
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"duration": 5,
"aspect_ratio": "16:9"
}' | jq -r '.generations[0].generation_id' )
# Poll until the generation reaches a terminal status.
while true ; do
STATUS = $( curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq -r '.status' )
echo "Status: $STATUS "
case $STATUS in succeeded | failed | cancelled ) break ;; esac
sleep 5
done
# Print the result.
curl -s -H "Authorization: Bearer $OXEN_API_KEY " \
"https://hub.oxen.ai/api/ai/queue/ $GEN_ID " | jq .
See the async queue reference for more details. Minimal
Basic parameters
All parameters
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}' | jq -r '.generations[0].generation_id' )
# Stream the SSE channel, grab the data line that follows a
# media_generation_completed event for our id, and pretty-print it.
curl -sN -H "Authorization: Bearer $OXEN_API_KEY " https://hub.oxen.ai/api/events \
| awk -v id=" $GEN_ID " '
/^event: media_generation_completed$/ { expect=1; next }
/^data: / && expect {
payload = substr($0, 7)
if (index(payload, "\"generation_id\":\"" id "\"")) { print payload; exit }
expect = 0
}
' | jq .
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png"
}' | jq -r '.generations[0].generation_id' )
# Stream the SSE channel, grab the data line that follows a
# media_generation_completed event for our id, and pretty-print it.
curl -sN -H "Authorization: Bearer $OXEN_API_KEY " https://hub.oxen.ai/api/events \
| awk -v id=" $GEN_ID " '
/^event: media_generation_completed$/ { expect=1; next }
/^data: / && expect {
payload = substr($0, 7)
if (index(payload, "\"generation_id\":\"" id "\"")) { print payload; exit }
expect = 0
}
' | jq .
# Enqueue, capture the generation id.
GEN_ID = $( curl -s -X POST https://hub.oxen.ai/api/ai/queue \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $OXEN_API_KEY " \
-d '{
"model": "kling-video-o3-pro-image-to-video",
"prompt": "<prompt>",
"input_image": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"tail_image_url": "https://hub.oxen.ai/api/repos/elau/assets/file/main/bloxy/bloxy_cropped_512x512.png",
"duration": 5,
"aspect_ratio": "16:9"
}' | jq -r '.generations[0].generation_id' )
# Stream the SSE channel, grab the data line that follows a
# media_generation_completed event for our id, and pretty-print it.
curl -sN -H "Authorization: Bearer $OXEN_API_KEY " https://hub.oxen.ai/api/events \
| awk -v id=" $GEN_ID " '
/^event: media_generation_completed$/ { expect=1; next }
/^data: / && expect {
payload = substr($0, 7)
if (index(payload, "\"generation_id\":\"" id "\"")) { print payload; exit }
expect = 0
}
' | jq .
Fetch model details
The models endpoint returns the full model object, including its json_request_schema.
curl -H "Authorization: Bearer $OXEN_API_KEY " https://hub.oxen.ai/api/ai/models/kling-video-o3-pro-image-to-video
Request parameters
Required parameters
Field Type Default Description promptstring— Text prompt describing the motion or action for the video input_imagestring— Start frame to generate the video from. Format: uri.
Optional parameters
Field Type Default Description tail_image_urlstring— Frame to end the generation on. Format: uri. durationinteger5Length of this shot in seconds. Range: 1 – 15. aspect_ratiostring"16:9"Aspect ratio of the generated video One of: 16:9, 9:16, 1:1.