121 questions
Best practices
0
votes
0
replies
39
views
FID score computation while training WGAN-GP
I am training WGAN-GP on Eurosat dataset, splitted into train/val/test sets in counts 18900/4050/4050. Since FID scores are widely used in GANs in image generation, I based my hyperparameter search on ...
0
votes
1
answer
113
views
How can we resolve Gemini API block_reason: OTHER when using Gemini 3 Pro Image Preview for sensitive entities?
Our team is currently integrating the new gemini-3-pro-image-preview (Nano Banana Pro) model into our production pipeline on AWS App Runner in an EU region (eu-central-1).
While the model's text-in-...
0
votes
0
answers
162
views
OpenAI image input token caching
OpenAI GPT-Image API: Image input tokens not caching despite documentation suggesting they should
Problem Summary
I'm using OpenAI's GPT-Image models (gpt-image-1.5, gpt-image-1, gpt-image-1-mini) to ...
- 53
Best practices
0
votes
1
replies
151
views
Best way to generate a noisy image with ImageMagick?
What's the best way to generate a noisy image with ImageMagick?
I'd like to create an image where the color-frequency distribution is even (white noise) or skewed toward lower frequency colors (brown ...
- 5,906
2
votes
1
answer
381
views
Vertex AI API image generation quota exceeded. Unable to increase
Error log:
ClientError: \[VertexAI.ClientError\]: got status: 429 Too Many Requests. {"error":{"code":429,"message":"Quota exceeded for aiplatform.googleapis.com/...
- 21
0
votes
1
answer
99
views
Proper way to weight whole tag group same, based on code?
https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/master/modules/prompt_parser.py
Is the proper way to weigh a group:
(tag1, tag2, tag3):2
or
(tag1, tag2, tag3:2)
- 21k
0
votes
1
answer
2k
views
How to allow for multiple images to be created from a single API call using gemini?
I am currently have a tool that uses Gemini-2.5-flash-image to generate images. However, I am only getting 1 image to be generated. I want the model to create multiple images for example 3 images at ...
0
votes
0
answers
139
views
How can I run the inference on the HunyuanImage-3.0 model?
I follow the instructions on https://github.com/Tencent-Hunyuan/HunyuanImage-3.0:
conda create -y -n hunyuan312 python=3.12
conda activate hunyuan312
# 1. First install PyTorch (CUDA 12.8 Version)
...
- 85.2k
-1
votes
1
answer
65
views
No suitable HttpMessageConverter found for response type
I am trying to create image generator with OpenAI. I'm facing this:
error(Title) --Exception: Could not extract response: no suitable HttpMessageConverter found for response type [class org....
0
votes
1
answer
623
views
How to show dedicated progress bar in each tab in a Gradio app?
I am developing an image generation Gradio app that uses multiple models like SD3.5, Flux, and others to generate images from a given prompt.
The app has 7 tabs, each corresponding to a specific model....
- 1,003
2
votes
0
answers
42
views
LSTM stuck on image generation
I created an LSTM for generating next image in a sequence (I know CNN is for image generation but I need the entire image not just the filters to give to the next iteration of the sequence). So I have ...
1
vote
1
answer
187
views
Gradio Image() component to download image with random names
I have 3 gr.Image() where they only have output when the LLM inference happen.
img1 = gr.Image(
label="Generated Image",
type="pil",
format="png",
...
- 4,832
1
vote
0
answers
4k
views
404 models/imagen-3.0-generate-001 is not found for API version v1beta
I'm trying to generate images using Google's Generative AI API, but I'm encountering a "NotFound" error. Here's my code:
import os
import google.generativeai as genai
genai.configure(...
-2
votes
2
answers
191
views
How can I display the colors represented in a sequence of RGB hex values?
I have a sequence of 6-digit hexadecimal values, with or without an 0x prefix, representing colors in RGB format, e.g. FF0000 for red and FFFF00 for yellow. The values are separated by spaces.
Example:...
- 140k
0
votes
1
answer
985
views
How to download model_index.json from civitai?
I'm new to this area,
I have installed stable diffusion and then downloaded a model from civitai.com
but when i execute, i'm getting error OSError: Error no file named model_index.json found in ...
- 105