methexis-inc/img2prompt是什麼?
methexis-inc/img2prompt是一個模型,可以生成與圖像匹配的帶有風格的近似文本提示。它經過了穩定擴散(clip ViT-L/14)的優化。
如何使用methexis-inc/img2prompt
您可以通過各種方法來使用methexis-inc/img2prompt,包括Node.js、Python、Elixir、HTTP、Cog和Docker。以下是如何使用該模型的一些示例:
Node.js
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
const output = await replicate.run(
"methexis-inc/img2prompt:50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5",
{
input: {
image: "https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"
}
}
);
console.log(output);
Python
import replicate
output = replicate.run(
"methexis-inc/img2prompt:50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5",
input={
"image": "https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"
}
)
print(output)
Elixir
output = Replicate.run(
"methexis-inc/img2prompt:50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5",
%{
image: "https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"
}
)
IO.inspect(output)
HTTP
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-d $'{
"version": "50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5",
"input": {
"image": "https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"
}
}' \
https://api.replicate.com/v1/predictions
Cog
cog predict r8.im/methexis-inc/img2prompt@sha256:50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5 \
-i 'image="https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"'
Docker
docker run -d -p 5000:5000 --gpus=all r8.im/methexis-inc/img2prompt@sha256:50adaf2d3ad20a6f911a8a9e3ccf777b263b8596fbd2c8fc26e8888f8a0edbb5
curl -s -X POST \
-H "Content-Type: application/json" \
-d $'{
"input": {
"image": "https://replicate.delivery/mgxm/8b4d747d-feca-477d-8069-ee4d5f89ad8e/a_high_detail_shot_of_a_cat_wearing_a_suit_realism_8k_-n_9_.png"
}
}' \
http://localhost:5000/predictions
methexis-inc/img2prompt的特點
該模型提供了可以與穩定擴散一起使用的近似文本提示,以重新創建圖像/繪畫的外觀。這是由@pharmapsychotic稍作調整的CLIP Interrogator筆記本的版本。
methexis-inc/img2prompt的價格
methexis-inc/img2prompt的價格未指定。但是,該模型在Nvidia T4 GPU硬件上運行,預測通常在51秒內完成。該模型的預測時間會根據輸入而有顯著差異。