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42:["$","$L45",null,{"hasPartnerEndpoint":false}] 4b:Td33,# Model Overview ## Description: Shutterstock Generative 3D for 360 HDRi powered by NVIDIA Edify generates high resolution (up to 16K) high dynamic range 32-bit 360 degree panoramas from text prompt or optional 1K base image.
## References: This model builds on large-scale diffusion foundation models and ldr2hdr models. [1] Balaji, Y., Nah, S., Huang, X., Vahdat, A., Song, J., Kreis, K., Aittala, M., Aila, T., Laine, S., Catanzaro, B. and Karras, T., 2022. ediffi: Text-to-image diffusion models with an ensemble of expert denoisers. arXiv preprint arXiv:2211.01324. [2] Zhang, L., Rao, A. and Agrawala, M., 2023. Adding conditional control to text-to-image diffusion models. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 3836-3847). [3] Chen, Z., Wang, G. and Liu, Z., 2022. Text2light: Zero-shot text-driven hdr panorama generation. ACM Transactions on Graphics (TOG), 41(6), pp.1-16. ## Model Architecture: **Architecture Type:** Convolution Neural Network (CNN) and Transformer
**Network Architecture:** Unet-Based CNN and Transformer
This model is based on diffusion architecture and Transformer architecture. ## Input: **Input Type(s):** Text (Prompt), Image (Optional)
**Input Format(s):** Text: Raw and Image: Red, Green, Blue (RGB)
**Input Parameters:** Text: One-Dimensional (1D) and Image: Two-Dimensional (2D, optional)
**Other Properties Related to Input:** Max 77 text tokens. Input minimum image resolution (if provided) is 1024 x 1024.
## Output: **Output Type(s):** Image
**Output Format:** .hdr or optionally .exr format; 4K, 8K, or 16K (4096x2048, 8192x4096, or 16384x8192) resolution.
## Software Integration: **Supported Hardware Microarchitecture Compatibility:**
* NVIDIA Ampere
**[Preferred/Supported] Operating System(s):**
* Linux
## Model Version(s): Edify 360 v0.2.1
# Training & Evaluation: ## Training Dataset: **Link:** Shutterstock Images, DoschDesign, HDRmaps, HDRISkies, CGIBackgrounds, HDRI Haven
** Data Collection Method by dataset
* Customer data
** Labeling Method by dataset
* Automated
**Properties (Quantity, Dataset Descriptions, Sensor(s)):** 550 million image-text pairs of licensed high quality photography, and illustrations. Plus about 17k HDR images of 360-degree natural scenes.
## Evaluation Dataset: ** Data Collection Method by dataset
* Customer data
**Properties (Quantity, Dataset Descriptions, Sensor(s)):** Data contains: 550 million image-text pairs of licensed high quality photography, and illustrations. Plus about 17k HDR images of 360-degree natural scenes.
## Inference: **Engine:** Tensor(RT), Triton
**Test Hardware:**
* NVIDIA H100
## Ethical Considerations: NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal model team to ensure this model meets requirements for the relevant industry and use case and addresses unforeseen product misuse. Please report security vulnerabilities or NVIDIA AI Concerns [here](https://www.nvidia.com/en-us/support/submit-security-vulnerability/). ## Contact: https://www.shutterstock.com/help43:[["$","div",".3",{"className":"relative","children":[["$","div",null,{"className":"relative flex min-h-[194px] w-full flex-col overflow-hidden p-md sm:p-ml bg-manitoulinLightBlack","children":[["$","$L46",null,{"alt":"","className":"object-cover object-center !left-1/2 z-10 !w-1/2 brightness-20 lg:brightness-75","fill":true,"priority":true,"src":"https://assets.ngc.nvidia.com/products/api-catalog/images/edify-360-hdri.jpg","style":{"maskImage":"linear-gradient(to left, rgba(0,0,0,1), rgba(0,0,0,0))"}}],["$","div",null,{"className":"z-30 mx-auto flex w-full max-w-screen-xl min-w-0 flex-1 flex-col items-start justify-between gap-md lg:flex-row lg:gap-ml","children":["$","section",null,{"aria-describedby":"resource-description","aria-labelledby":"resource-name","className":"flex w-full min-w-0 flex-col lg:flex-1","children":["$","div",null,{"className":"flex flex-col gap-1.5 whitespace-pre-wrap","children":[["$","$L47",null,{"className":"w-fit text-ml text-n300 lowercase hover:text-n050","href":"/shutterstock","children":"Shutterstock"}],["$","div",null,{"className":"flex flex-col items-start gap-3 lg:flex-row lg:items-center","children":[["$","h1",null,{"className":"max-w-full text-lg leading-heading font-medium break-words text-primary","data-testid":"resource-name","id":"resource-name","children":"edify-360-hdri"}],[["$","span","DEPRECATION",{"className":"nv-badge nv-badge--kind-solid nv-badge--color-red h-[18px] py-0","data-testid":"nv-badge","ref":"$undefined","children":["$undefined","Deprecated"]}]],"$undefined"]}],["$","p",null,{"className":"max-w-[85ch] text-ms text-primary","id":"resource-description","children":"Shutterstock Generative 3D service for 360 HDRi generation. 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Only the first\n 256 unread in-progress messages are kept.\n","operationId":"getFunctionInvocationResult_1","parameters":[{"name":"requestId","in":"path","description":"Function invocation request id","required":true,"schema":{"type":"string","format":"uuid"}}],"responses":{"200":{"description":"Invocation is fulfilled","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"202":{"description":"Result is pending. Client should poll using the requestId.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"302":{"description":"Result is in a different region. Client should use the fully-qualified\nendpoint specified in 'Location' response header to fetch the result.\nClient can use the same Bearer token in 'Authorization' header when\nretrieving the result from the redirected region.\n","headers":{"Location":{"style":"simple","schema":{"type":"string"}}},"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"402":{"description":"Cloud credits expired for public functions. Please contact NVIDIA representatives.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"403":{"description":"Either missing scope in the auth(SSA JWT / SAK) token and/or missing resource entry\n in the SAK for the function.\n","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}}}}},"/v2/nvcf/exec/functions/{functionId}":{"post":{"tags":["Function Invocation API"],"summary":"Invokes Text23D API running on an NVCF instance for a given function-id.","description":"This endpoint can be invoked by Account Admin or Account User. It invokes a\n function by publishing a message to function-specific request queue and waits\n for the result polling Redis for 5 seconds (by default). If result is available\n during that time, then it is included in the response. Otherwise, the\n invocation is considered pending and the client should keep polling for the\n result using the invocation request id. This endpoint requires SSA JWT token\n with invoke_function scope or Starfleet ApiKey(SAK) in the HTTP Authorization\n header.\nIn-progress responses are returned in order. If no in-progress response is received\n during polling you will receive the most recent in-progress response. Only the first\n 256 unread in-progress messages are kept.\n","operationId":"invokeFunction","parameters":[{"name":"functionId","in":"path","required":true,"schema":{"type":"string","format":"uuid"}}],"requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionRequest"}}},"required":true},"responses":{"200":{"description":"Invocation is fulfilled","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"202":{"description":"Result is pending. 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Please contact NVIDIA representatives.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"403":{"description":"Either missing scope in the auth(SSA JWT / SAK) token and/or missing resource entry\n in the SAK for the function.\n","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}}}}},"/v2/nvcf/exec/functions/{functionId}/versions/{versionId}":{"post":{"tags":["Function Invocation API"],"summary":"Invokes Text23D API running on an NVCF instance for a given function-id and version-id.","description":"This endpoint can be invoked by Account Admin or Account User. It invokes a\n function by publishing a message to function-specific request queue and waits\n for the result polling Redis for 5 seconds (by default). If result is available\n during that time, then it is included in the response. Otherwise, the\n invocation is considered pending and the client should keep polling for the\n result using the invocation request id. This endpoint requires SSA JWT token\n with invoke_function scope or Starfleet ApiKey(SAK) in the HTTP Authorization\n header.\nIn-progress responses are returned in order. If no in-progress response is received\n during polling you will receive the most recent in-progress response. Only the first\n 256 unread in-progress messages are kept.\n","operationId":"invokeFunction_1","parameters":[{"name":"functionId","in":"path","required":true,"schema":{"type":"string","format":"uuid"}},{"name":"versionId","in":"path","required":true,"schema":{"type":"string","format":"uuid"}}],"requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionRequest"}}},"required":true},"responses":{"200":{"description":"Invocation is fulfilled","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"202":{"description":"Result is pending. Client should poll using the requestId.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"302":{"description":"Result is in a different region. 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Please contact NVIDIA representatives.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}},"403":{"description":"Either missing scope in the auth(SSA JWT / SAK) token and/or missing resource entry\n in the SAK for the function.\n","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InvokeFunctionResponse"}}}}}}}},"components":{"schemas":{"InvokeFunctionRequest":{"required":["InvokeFunctionRequestBody"],"type":"object","properties":{"InvokeFunctionRequestHeader":{"$ref":"#/components/schemas/InvokeFunctionRequestHeader"},"InvokeFunctionRequestBody":{"$ref":"#/components/schemas/InvokeFunctionRequestBody"}},"description":"Request body for creating a job/task for inference/train using a GPU powered spot instance in cloud."},"InvokeFunctionRequestHeader":{"type":"object","properties":{"pollDurationSeconds":{"maximum":300,"type":"integer","description":"Polling timeout duration.","format":"int32","default":300}},"description":"POJO representing header/address for NVCF processing."},"InvokeFunctionRequestBody":{"type":"object","properties":{"inputs":{"type":"array","description":"List of inputs.","items":{"$ref":"#/components/schemas/Inputs"}}},"description":"POJO representing inputs to Edify API for processing."},"InvokeFunctionResponse":{"type":"object","properties":{"reqId":{"type":"string","description":"Request id","format":"uuid"},"status":{"type":"string","description":"Status of the task/job executing cloud function.","enum":["errored","in-progress","fulfilled","pending-evaluation","rejected"]},"responseReference":{"type":"string","description":"For large results, responseReference will be a pre-signeddownload URL.","format":"url"},"percentComplete":{"type":"integer","description":"Progress indicator for the task/job executing cloud function.","format":"int32"},"errorCode":{"type":"integer","description":"Error code from the container while executing cloud function.","format":"int32"},"response":{"type":"string","description":"Response/result of size < 5MB size for the task/job executing cloud function."}},"description":"Response body with result from a request for executing a job/task as a cloud function using a GPU powered spot/on-demand instance."},"Inputs":{"required":["name","shape","dataType","data"],"type":"object","properties":{"name":{"type":"string","description":"Name of the input parameter","example":"command"},"shape":{"type":"array","description":"Shape of the input parameter","items":{"type":"integer","example":1}},"dataType":{"type":"string","description":"Type of input data","example":"BYTES"},"data":{"type":"array","description":"Value of the input parameter","items":{"type":"string"}}},"description":"POJO representing an input entry","example":{"name":"command","shape":[1],"dataType":"BYTES","data":["text23d --prompt=\"blue carrot\" --negative_prompt=\"ugly, blurry\" --nsamples=1 --seed=0"]}},"ErrorDetails":{"type":"object","properties":{"type":{"type":"string","format":"uri"},"title":{"type":"string"},"status":{"type":"integer","format":"int32"},"detail":{"type":"string"}},"description":"POJO representing error details"}}}},"namespace":"qc69jvmznzxy","updatedDate":"2025-04-14T21:23:26.700Z","nvcfFunctionId":"011beed7-15d3-4ec5-b564-f17656e0e149","createdDate":"2024-10-18T16:24:20.217Z","attributes":{"apiDocsUrl":null,"termsOfUse":"GOVERNING TERMS: Your use of this API for is governed by the NVIDIA API Trial Service Terms of Use and the Shutterstock Generative AI Trial Terms of Use.\n","deprecationNotice":"This API will be deprecated on 04/25/2025. 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