Feature flux controlnet img2img and inpaint pipeline (huggingface#9408)

* Implemented FLUX controlnet support to Img2Img pipeline

Author: ighoshsubho

docs/source/en/api/pipelines/flux.md

@@ -175,3 +175,16 @@ image.save("flux-fp8-dev.png")
 [[autodoc]] FluxInpaintPipeline
 	- all
 	- __call__
+
+
+## FluxControlNetInpaintPipeline
+
+[[autodoc]] FluxControlNetInpaintPipeline
+	- all
+	- __call__
+
+## FluxControlNetImg2ImgPipeline
+
+[[autodoc]] FluxControlNetImg2ImgPipeline
+	- all
+	- __call__

src/diffusers/__init__.py

@@ -259,6 +259,8 @@
             "CogVideoXPipeline",
             "CogVideoXVideoToVideoPipeline",
             "CycleDiffusionPipeline",
+            "FluxControlNetImg2ImgPipeline",
+            "FluxControlNetInpaintPipeline",
             "FluxControlNetPipeline",
             "FluxImg2ImgPipeline",
             "FluxInpaintPipeline",
@@ -708,6 +710,8 @@
             CogVideoXPipeline,
             CogVideoXVideoToVideoPipeline,
             CycleDiffusionPipeline,
+            FluxControlNetImg2ImgPipeline,
+            FluxControlNetInpaintPipeline,
             FluxControlNetPipeline,
             FluxImg2ImgPipeline,
             FluxInpaintPipeline,

src/diffusers/pipelines/__init__.py

@@ -127,6 +127,8 @@
     ]
     _import_structure["flux"] = [
         "FluxControlNetPipeline",
+        "FluxControlNetImg2ImgPipeline",
+        "FluxControlNetInpaintPipeline",
         "FluxImg2ImgPipeline",
         "FluxInpaintPipeline",
         "FluxPipeline",
@@ -505,7 +507,14 @@
             VersatileDiffusionTextToImagePipeline,
             VQDiffusionPipeline,
         )
-        from .flux import FluxControlNetPipeline, FluxImg2ImgPipeline, FluxInpaintPipeline, FluxPipeline
+        from .flux import (
+            FluxControlNetImg2ImgPipeline,
+            FluxControlNetInpaintPipeline,
+            FluxControlNetPipeline,
+            FluxImg2ImgPipeline,
+            FluxInpaintPipeline,
+            FluxPipeline,
+        )
         from .hunyuandit import HunyuanDiTPipeline
         from .i2vgen_xl import I2VGenXLPipeline
         from .kandinsky import (

src/diffusers/pipelines/flux/__init__.py

@@ -24,6 +24,8 @@
 else:
     _import_structure["pipeline_flux"] = ["FluxPipeline"]
     _import_structure["pipeline_flux_controlnet"] = ["FluxControlNetPipeline"]
+    _import_structure["pipeline_flux_controlnet_image_to_image"] = ["FluxControlNetImg2ImgPipeline"]
+    _import_structure["pipeline_flux_controlnet_inpainting"] = ["FluxControlNetInpaintPipeline"]
     _import_structure["pipeline_flux_img2img"] = ["FluxImg2ImgPipeline"]
     _import_structure["pipeline_flux_inpaint"] = ["FluxInpaintPipeline"]
 if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
@@ -35,6 +37,8 @@
     else:
         from .pipeline_flux import FluxPipeline
         from .pipeline_flux_controlnet import FluxControlNetPipeline
+        from .pipeline_flux_controlnet_image_to_image import FluxControlNetImg2ImgPipeline
+        from .pipeline_flux_controlnet_inpainting import FluxControlNetInpaintPipeline
         from .pipeline_flux_img2img import FluxImg2ImgPipeline
         from .pipeline_flux_inpaint import FluxInpaintPipeline
 else: