inference_api.py

# -*- coding: UTF-8 -*-
"""
@Time : 30/05/2025 10:45
@Author : xiaoguangliang
@File : inference_api.py
@Project : Faice_text2face
"""
from gradio_client import Client

inference_url = "https://29f185caa56dd00128.gradio.live"


def api_unconditional(seed,
                      randomize_seed=False,
                      num_inference_steps=20):
    client = Client(inference_url)

    result = client.predict(
        seed=seed,
        randomize_seed=randomize_seed,
        num_inference_steps=num_inference_steps,
        api_name="/inference_unconditional"
    )
    return result


def api_class_guidance(label_name,
                       seed=0,
                       randomize_seed=False,
                       num_inference_steps=20):
    client = Client(inference_url)

    result = client.predict(
        label_name=label_name,
        seed=seed,
        randomize_seed=randomize_seed,
        num_inference_steps=num_inference_steps,
        api_name="/inference_class_guidance"
    )
    return result


def api_sd(prompt,
           negative_prompt="",
           seed=0,
           randomize_seed=False,
           guidance_scale=7.5,
           num_inference_steps=20):
    client = Client(inference_url)

    result = client.predict(
        prompt=prompt,
        negative_prompt=negative_prompt,
        seed=seed,
        randomize_seed=randomize_seed,
        guidance_scale=guidance_scale,
        num_inference_steps=num_inference_steps,
        api_name="/inference_sd"
    )
    return result