first fix for out of mem issues

call_img2img.py

@@ -100,7 +100,7 @@ def call_img2img(imagelocation,originalimage, originalpnginfo ="", apiurl="http:
         
         if(upscaler== "4x-UltraSharp"):
             denoising_strength = "0.35"
-        if(upscaler== "R-ESRGAN 4x+ Anime6B+"):
+        if(upscaler== "R-ESRGAN 4x+ Anime6B"):
             denoising_strength = "0.6" # 0.6 is fine for the anime upscaler
         if(upscaler== "R-ESRGAN 4x+"):
             denoising_strength = "0.5" # default 0.6 is a lot and changes a lot of details
@@ -156,14 +156,14 @@ def call_img2img(imagelocation,originalimage, originalpnginfo ="", apiurl="http:
                         })
     if(upscalescript=="SD upscale"):
         payload.update({"script_name": upscalescript})
-        payload.update({"script_args": ["",int(padding),upscaler,float(scale)]})
+        payload.update({"script_args": ["",int(padding),upscaler,round(float(scale),1)]})
 
     if(upscalescript=="Ultimate SD upscale"):
         upscaler_index = [x.name.lower() for x in shared.sd_upscalers].index(upscaler.lower())
         payload.update({"script_name": upscalescript})
-        payload.update({"script_args": ["",int(usdutilewidth),int(usdutileheight),int(usdumaskblur),int(padding), int(usduswidth), float(usdusdenoise),int(usduspadding),
+        payload.update({"script_args": ["",int(usdutilewidth),int(usdutileheight),int(usdumaskblur),int(padding), int(usduswidth), round(float(usdusdenoise),2),int(usduspadding),
                                         upscaler_index,True,usduredrawint,False,int(usdusmaskblur),
-                                        seamsfixmodeint,2,"","",float(scale)]})
+                                        seamsfixmodeint,2,"","",round(float(scale),1)]})
     
     # Ultimate SD Upscale params:
     #_, tile_width, tile_height, mask_blur, padding, seams_fix_width, seams_fix_denoise, seams_fix_padding,

csvfiles/artmovements.csv

@@ -10,6 +10,7 @@ Abstract Illusionism
 Academism
 Action Painting
 Aestheticism
+Aetherpunk
 Afrofuturism
 Afropunk
 Altermodern
@@ -31,6 +32,7 @@ Ascii Art
 Ashcan School
 Atomicpunk
 Atompunk
+Astropunk
 Auroracore
 Australian Tonalism
 Auto-Destructive Art
@@ -85,16 +87,19 @@ Cyberpop
 Cyberpunk Art
 Dada Art
 Dark Wave Art
+Darksynth
 Darkcore
 Darkpunk
 De Stijl
 Deathpunk
 Decopunk
 Decora
+decal art
 Demoscene
 Destructive Art
 Dieselpunk
 Digital Art
+divisionism
 dmt
 Dollpunk
 Doodle Art style
@@ -115,6 +120,7 @@ Fashwave
 Fauvism
 Feralcore
 Figurative Art
+Flat Art
 Fluxus Art
 Folk Art
 Funk Art
@@ -125,6 +131,7 @@ Gamercore
 Gamerpunk
 Generative Art
 Geometric Abstract Art
+Geometric Style
 Glitch Art
 Glitchcore
 Gloomcore
@@ -133,8 +140,10 @@ Glow In The Dark
 Glowwave
 Goblincore
 Goth Art
+Gouache Art
 Graffiti Street Art
 Grindhouse
+Grimdark
 Grunge Art
 Grungepunk
 Gutai Group
@@ -155,12 +164,16 @@ Icepunk
 Impressionism
 Industrial Art
 Islandpunk
+Impasto
 Junglecore
 Kawaii anime
+kalighat
 Kinetic Pointillism
+kinetic art
 Kingcore
 Knightcore
 Land Art
+Letterism
 Libertywave
 Lightcore
 Lowbrow Art
@@ -170,6 +183,7 @@ Magewave
 Magical Realism
 Mannerism Art
 Margins Art
+Medieval art
 Memecore Art
 Metalcore
 Methaphysical painting
@@ -181,6 +195,8 @@ Minimalism Art
 Modern Art
 Modern European Ink Painting
 Modernism Art
+monotype
+mosaic
 Mushroomcore
 Mythpunk
 Naive Art
@@ -203,8 +219,10 @@ Nu Goth Art
 Orientalism Art
 Orphism
 Panfuturism
+Patachitra
 Pastel Goth Art
 Photorealism
+Pin-up
 Pixel Art
 Pixiecore
 Pointillism
@@ -260,6 +278,8 @@ Synthpunk
 Synthwave Art
 Tattoo style
 Terrorwave
+Technopunk
+Tenebrism
 Teslapunk
 Thriftcore
 Tinkercore
@@ -280,6 +300,7 @@ Voidpunk
 Vorticism Art
 Voxel Art
 Warmcore
+Westernpunk
 Weirdcore
 Witchcore
 Wizardcore

csvfiles/imagetypes.csv

@@ -7,10 +7,6 @@ Digital art
 Painting
 Drawing
 Vector Art
-Gopro footage
-CCTV
-Drone photo
-Thermal camera
 Water color painting
 Oil painting
 wall Graffiti
@@ -34,4 +30,5 @@ Fractal
 portrait
 Raw digital photo
 Airbrush painting
-On pale black paper
+On pale black paper
+Anime

csvfiles/materials.csv

@@ -117,4 +117,5 @@ Diamond
 Garment
 Galaxy
 Stars
--space-
+-space-
+Lapidary

csvfiles/othertypes.csv

@@ -110,7 +110,6 @@ acrylic marbling art
 acrylic painting
 acrylic pour
 board game
-claymation
 cloisonné
 Doom engine
 Quake engine
@@ -145,4 +144,117 @@ still life
 stop motion
 traditional Haida art
 traditional Sámi art
-x-ray photography
+x-ray photography
+Gopro footage
+CCTV
+Drone photo
+Thermal camera
+50s illustration style
+60s illustration style
+70s illustration style
+80s illustration style
+90s illustration style
+doll
+action figure
+action painting art
+alcohol ink art
+alcohol ink drawing
+alebrije art
+ASCII art
+assemblage art
+azulejo texture
+bas-relief art
+bestiary
+black ink art
+blacklight palette
+brush pen art
+caricature art
+carving technique
+cast paper art
+catholic icon
+ceramic figurine
+charcoal art
+chiaroscuro art
+child's drawing
+cibulak porcelain technique
+collagraph technique
+color sketchnote drawing
+colored pencil drawing
+comic book art
+comics art
+continuous line art
+contour drawing
+contour rivalry drawing
+cross stitch
+cross-stitching technique
+cutout art
+decoupage technique
+diagram
+doodling drawing
+dotted lines art
+dribbble style
+hieroglyphs
+embossing
+enamel painting art
+encaustic texture
+engraving drawing
+etching technique
+fashion illustration
+felt tip pen drawing
+fresco art
+fused glass art
+gilded drawing
+gobelin tapestry technique
+gold leafing technique
+gond painting
+graffiti print
+graphic print
+graphite
+hologram
+ink wash art
+inktober drawing
+ivory carving technique
+iznik tiles pattern
+-culture- vintage poster print
+kachina doll
+kirigami art
+letterpress print
+linocut drawing
+lithography print
+loose sketching drawing
+low-poly drawing
+marquetry
+millefiori
+Paint splatter
+palette knife art
+paper quilling art
+papercut art
+papier-mache art
+patachitra painting
+patchwork
+pebble art
+pen drawing
+plasticine
+pyrography
+quilted art
+recycled art
+relief art
+risograph print
+scribble art
+sgraffito drawing
+silhouette art
+silk screen
+sloppy strokes drawing
+sock puppet
+stencil art
+stuffed toy
+sumi-e outline
+swirling line drawing
+tilt and drip drawing
+tilt and drip painting art
+underpainting art
+wireframe drawing
+woodblock print
+woodcut drawing
+woodcut technique
+zig-zag lines drawing

csvfiles/vomit.csv

@@ -54,9 +54,13 @@ full of color
 geometric patterns
 glimmering transformation
 glittering
+glitter texture
+gilded technique
 Golden ratio
 halation
+halftone texture
 hearthstone artwork
+icon style
 Instagram
 intricate details
 intricate
@@ -74,6 +78,7 @@ matte
 MOBA style
 moody
 Movie concept art
+multidimensional
 National Geographic
 opulent
 otherworldly
@@ -90,6 +95,8 @@ rich color
 rpg concept art
 Rule of Thirds
 sfumato
+sgraffito
+sloppy strokes
 silhouette
 Simplified style
 Spirals
@@ -101,7 +108,10 @@ Swirling -color-
 Swirling -material-
 symbolism
 taiji
+triadic
 under water
+underpainting
 vibrant
 vignette
+vintage
 Zentangle

csvfiles/waterlocations.csv

@@ -27,4 +27,6 @@ Bath
 Shower
 Sauna
 Spa
-Thermal baths
+Thermal baths
+Thermae
+-culture- bath

main.py

@@ -3,6 +3,7 @@ import random
 import uuid
 import re
 from datetime import datetime
+import time
 sys.path.append(os.path.abspath(".."))
 
 from call_txt2img import *
@@ -22,9 +23,25 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
     filename=""
     originalsize=size
     originalmodel = model
+    originalsamplingmethod = samplingmethod
+
     originalimg2imgmodel = img2imgmodel
+    originalimg2imgsamplingmethod = img2imgsamplingmethod
+    originalimg2imgupscaler = img2imgupscaler
+
+    originalupscaler = upscaler
+
     insanitylevel = int(insanitylevel)
 
+    originalimg2imgdenoisestrength = img2imgdenoisestrength
+    originalimg2imgpadding = img2imgpadding
+
+    optionsresponse = requests.get(url=f'{apiurl}/sdapi/v1/options')
+    optionsresponsejson = optionsresponse.json()
+
+    currentlyselectedmodel = optionsresponsejson["sd_model_checkpoint"]
+
+
     if(onlyupscale==True):
         script_dir = os.path.dirname(os.path.abspath(__file__))  # Script directory
         inputupscalemefolder = os.path.join(script_dir, "./automated_outputs/upscale_me/" )
@@ -59,6 +76,14 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
 
     
     while steps < loops:
+        # load the base model as a workaround
+        if(steps > 0):
+            print("to prevent a memory issue, we are going to load base 1.5, and then load the chosen model back in")
+            option_payload = {
+                    "sd_model_checkpoint": "v1-5-pruned-emaonly.safetensors [6ce0161689]"
+                    }
+            response = requests.post(url=f'{apiurl}/sdapi/v1/options', json=option_payload)
+
         # build prompt
         if(silentmode==True and workprompt == ""):
             print("Trying to use provided workflow prompt, but is empty. Generating a random prompt instead.")
@@ -73,12 +98,17 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
                 randomprompt = build_dynamic_prompt(insanitylevel,subject,artist,imagetype, False,antistring,prefixprompt,suffixprompt,promptcompounderlevel, seperator,givensubject,smartsubject,giventypeofimage,imagemodechance, gender, chosensubjectsubtypeobject, chosensubjectsubtypehumanoid, chosensubjectsubtypeconcept)
 
             # make the filename, from from a to the first comma
-            start_index = randomprompt.find("of a ") + len("of a ")
-
             # find the index of the first comma after "of a" or end of the prompt
-            end_index = randomprompt.find(",", start_index)
+            if(randomprompt.find("of a ") != -1):
-            if(end_index == -1):
+                start_index = randomprompt.find("of a ") + len("of a ")
-                end_index=len(randomprompt)
+                end_index = randomprompt.find(",", start_index)
+                if(end_index == -1):
+                    end_index=len(randomprompt)
+            else:
+                start_index = 0
+                end_index = 128
+      
+            
 
             # extract the desired substring using slicing
             filename = randomprompt[start_index:end_index]
@@ -99,6 +129,7 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
             # create a datetime object for the current date and time
             now = datetime.now()
             filenamecomplete = now.strftime("%Y%m%d%H%M%S") + "_" + filename.replace(" ", "_").strip()
+            originalfilenamecomplete = filenamecomplete
 
             # prompt + size
             if(originalsize == "all"):
@@ -113,20 +144,22 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
                 while "inpaint" in model:
                     model = random.choice(modellist)
                 print("Going to run with model " + model)
+            if(originalmodel=="currently selected model"):
+                model = currentlyselectedmodel
 
 
             # set the model here
-            if(originalmodel!="currently selected model"):
+            #if(originalmodel!="currently selected model"):
-                option_payload = {
+            option_payload = {
-                    "sd_model_checkpoint": model
+                "sd_model_checkpoint": model
-                    }
+                }
-                response = requests.post(url=f'{apiurl}/sdapi/v1/options', json=option_payload)
+            response = requests.post(url=f'{apiurl}/sdapi/v1/options', json=option_payload)
-            
+        
-            if(samplingmethod=="all"):
+            if(originalsamplingmethod=="all"):
                 samplingmethod = random.choice(samplerlist)
                 print ("Going to run with sampling method " + samplingmethod)   
 
-            if(upscaler=="all" and hiresfix == True):
+            if(originalupscaler=="all" and hiresfix == True):
                 upscaler = random.choice(upscalerlist)
                 print ("Going to run with upscaler " + upscaler)
 
@@ -158,12 +191,7 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
         img2imgloops = int(img2imgbatch)
         if(img2imgactivate == False):  # If we dont want to run, turn it off
             img2imgloops = 0
-        img2imgsteps = 0
+        else:
-        
-        # start the batching!
-        while img2imgsteps < img2imgloops:
-
-
             #Check if there is any random value we have to choose or not
             if(originalimg2imgmodel=="all"):
                 img2imgmodel = random.choice(modellist)
@@ -171,38 +199,60 @@ def generateimages(amount = 1, size = "all",model = "currently selected model",s
                 while "inpaint" in model:
                     img2imgmodel = random.choice(modellist)
                 print("Going to upscale with model " + img2imgmodel)
+            if(originalimg2imgmodel=="currently selected model"):
+                img2imgmodel = currentlyselectedmodel
             
             # set the model here
-            if(originalimg2imgmodel!="currently selected model"):
+            #if(originalimg2imgmodel!="currently selected model"):
-                option_payload = {
+            option_payload = {
-                    "sd_model_checkpoint": img2imgmodel
+                "sd_model_checkpoint": img2imgmodel
-                    }
+                }
-                response = requests.post(url=f'{apiurl}/sdapi/v1/options', json=option_payload)
+            response = requests.post(url=f'{apiurl}/sdapi/v1/options', json=option_payload)
 
-            if(img2imgsamplingmethod=="all"):
+            if(originalimg2imgsamplingmethod=="all"):
                 img2imgsamplingmethod = random.choice(img2imgsamplerlist)
                 print ("Going to upscale with sampling method " + img2imgsamplingmethod)   
 
-            if(img2imgupscaler=="all"):
+            if(originalimg2imgupscaler=="all"):
                 img2imgupscaler = random.choice(img2imgupscalerlist)
                 print ("Going to run with upscaler " + img2imgupscaler)
-
+            
             # WebUI fix for PLMS and UniPC and img2img
             if(img2imgsamplingmethod in ['PLMS', 'UniPC']):  # PLMS/UniPC do not support img2img so we just silently switch to DDIM
                 img2imgsamplingmethod = 'DDIM'
 
+        img2imgsteps = 0
+        
+        # start the batching!
+        img2imgdenoisestrength = originalimg2imgdenoisestrength
+        img2imgpadding = originalimg2imgpadding
+        
+        while img2imgsteps < img2imgloops:
+            print(img2imgdenoisestrength)
+            print(img2imgpadding)
+            
+            print("test for filename issues?")
+            print(filenamecomplete)
+            
+            filenamecomplete = originalfilenamecomplete + "_" + str(img2imgsteps)
+            print(filenamecomplete)
+          
             img2img = call_img2img(image, originalimage, originalpnginfo, apiurl, filenamecomplete, randomprompt,negativeprompt,img2imgsamplingsteps, img2imgcfg, img2imgsamplingmethod, img2imgupscaler, img2imgmodel, img2imgdenoisestrength, img2imgscale, img2imgpadding,upscalescript,usdutilewidth, usdutileheight, usdumaskblur, usduredraw, usduSeamsfix, usdusdenoise, usduswidth, usduspadding, usdusmaskblur,controlnetenabled, controlnetmodel,controlnetblockymode)
             
             image = img2img[0]
             if(originalpnginfo==""):
                 originalpnginfo = img2img[1]
 
-            img2imgdenoisestrength = str(float(img2imgdenoisestrength) + float(img2imgdenoisestrengthmod)) # lower or increase the denoise strength for each batch
+            img2imgdenoisestrength = str(round(float(img2imgdenoisestrength) + float(img2imgdenoisestrengthmod),2)) # lower or increase the denoise strength for each batch
-            img2imgpadding = int(int(img2imgpadding) * float(img2imgscale)) # also increase padding by scale
+            img2imgpadding = str(int(int(img2imgpadding) * float(img2imgscale))) # also increase padding by scale
 
             if(int(img2imgpadding)>256): # but not overdo it :D
                 img2imgpadding="256"
             
+            # Sometimes, we are too quick to do another call, causing memory issues. So we wait a bit to let the system settle done a bit.
+            # Its stupid but it works. Sometimes....
+            time.sleep(5)
+            
             img2imgsteps += 1
 
         # upscale via extras upscaler next