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Hinglish_Profanity_List.csv

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+profanity_hn,profanity_en,ind
+badir,idiot,1
+badirchand,idiot,1
+bakland,idiot,1
+bhadva,pimp,2
+bhootnika,son of a witch,3
+chinaal,whore,3
+chup,shut up,1
+chutia,fucker ,5
+ghasti,hooker,4
+chutiya,fucker,5
+haraami,bastard,5
+haraam,bastard,5
+hijra,transsexual ,3
+hinjda,transsexual ,3
+jaanvar,animal,1
+kutta,dog,2
+kutiya,bitch,3
+khota,donkey,1
+auladheen,sonless,2
+jaat,breed,1
+najayaz,illegitimate,3
+gandpaidaish,badborn,2
+saala,sister�s husband,2
+kutti,bitch,2
+soover,swine,3
+tatti,shit,3
+potty,shit,3
+bahenchod,sister fucker,9
+bahanchod,sister fucker,9
+bahencho,sister fucker,9
+bancho,sister fucker,7
+bahenke,sister�s ,6
+laude,dick,7
+takke,balls,7
+betichod,daughter fucker,9
+bhaichod,brother fucker,8
+bhains,buffalo,1
+jhalla,faggot,6
+jhant,pubic,7
+nabaal,hairless,4
+pissu,bug,3
+kutte,dog,2
+maadherchod,mother fucker,10
+madarchod,motherfucker,10
+padma,fat bitch,6
+raand,whore,9
+jamai,son-in-law,5
+randwa,male prostitute,8
+randi,hooker,8
+bachachod,son fucker,8
+bachichod,daughter fucker,8
+soower,swine,3
+bachchechod,children fucker,8
+ullu,idiot,1
+pathe,idiot,1
+banda,semi-dick,7
+booblay,boobs,7
+booby,boobs,7
+buble,boobs,7
+babla,boobs,7
+bhonsriwala,fucker,8
+bhonsdiwala,fucker,8
+ched,pussy,8
+chut,pussy,8
+chod,fuck,7
+chodu,fucker,7
+chodra,fucker,7
+choochi,boobs,8
+chuchi,boobs,8
+gaandu,asshole,9
+gandu,asshole,9
+gaand,ass,9
+lavda, dick ,8
+lawda,dick,8
+lauda,dick,8
+lund�, dick,8
+balchod,hair fucker,7
+lavander,dick head,8
+muth,masturbate ,7
+maacho,mother fucker,10
+mammey,boobs,8
+tatte,boobs,8
+toto,penis,8
+toota,broken,7
+backar,gossip,2
+bhandwe,pimp,7
+bhosadchod,ass fucker,9
+bhosad,pussy,8
+bumchod,ass fucker,9
+bum,ass,8
+bur,pussy,9
+chatani,ketchup,1
+cunt,pussy,8
+cuntmama,pussy,8
+chipkali,lizzard,1
+pasine,sweat,1
+jhaat,cunt,8
+chodela,fucked up,6
+bhagatchod,saint fucker,7
+chhola,clit,7
+chudai,fucking,7
+chudaikhana,whore house,9
+chunni,clit,8
+choot,pussy,8
+bhoot,ghost,1
+dhakkan,idiot,1
+bhajiye,snack,1
+fateychu,torn pussy,9
+gandnatije,Bad result,2
+lundtopi,condom,4
+gaandu,ass,8
+gaandfat,ass,8
+gaandmasti,ass,8
+makhanchudai,fucking,8
+gaandmarau,ass fuck,9
+gandu,faggot,8
+chaatu,licker,6
+beej,semen,6
+choosu,sucker,7
+fakeerchod,saint fucker,8
+lundoos,dick,8
+shorba,semen,7
+binbheja,brainless,3
+bhadwe,pimp,6
+parichod,angel fucker,9
+nirodh,condom.,5
+pucchi,pussy,8
+baajer,fucker,8
+choud,fuck,8
+bhosda,pussy,9
+sadi,stinking,5
+choos,suck,5
+maka,mother�s,7
+chinaal,prostitute,7
+gadde,boobs,7
+joon,bug,3
+chullugand,handful dirt,4
+doob,drown,1
+khatmal,bug,1
+gandkate,ass,6
+bambu,bamboo,4
+lassan,garlic,1
+danda,stick,2
+keera,bug,2
+keeda,bug,2
+hazaarchu,thousand pussy,7
+paidaishikeeda,born bug,5
+kali,nigger,5
+safaid,american,2
+poot,son,2
+behendi,sister,5
+chus,sucker,6
+machudi,mother fucker,10
+chodoonga,fuck,8
+baapchu,father pussy,9
+laltern,lantern,5
+suhaagchudai,wedding fuck,8
+raatchuda,night fuck,7
+kaalu,migga,6
+neech,low caste,7
+chikna,gay,6
+meetha,gay,6
+beechka,gay,6
+chooche,boobs,8
+patichod,husband,8
+rundi,prostitute,7
+makkhi,fly,1
+biwichod,wife fucker,9
+chodhunga,fuck,8
+haathi,elephant,1
+kute,dog,2
+jhanten,pubic hair,8
+kaat,cut,3
+gandi,filthy,3
+gadha,donkey,1
+bimaar,ill,2
+badboodar,smelly,2
+dum,tail,2
+raandsaala,sister�s brother pimp,7
+phudi,pussy,7
+chute,pussy,7
+kussi,ass,7
+khandanchod,family fucker,9
+ghussa,fuck,6
+maarey,dead,4
+chipkili,lizard,1
+unday,eggs,1
+budh,cunt,7
+chaarpai,cot,1
+chodun,fuck,5
+chatri,condom,3
+chode,fuck,6
+chodho,fuck,6
+mullekatue,Derogatory abuse to muslims,6
+mullikatui,Derogatory Abuse to female muslim,6
+mullekebaal,Derogatory Abuse to muslim,6
+momedankatue,Derogatory Abuse to muslim,6
+katua,dick cut,8
+chutiyapa,fuck all,8
+bc,sister fucker,10
+mc,mother fucker,10
+chudwaya,fuck,7
+kutton,dog,2
+jungli,wild,2
+vahiyaat,disgusting,4
+jihadi,terrorist,4
+atankvadi,terrorist,4
+atankwadi,terrorist,4
+aatanki,terorist,4

ocr.py

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+import easyocr 
+from gradio_client import Client, handle_file
+import pandas as pd
+import gradio as gr
+
+clientImg = Client("dj-dawgs-ipd/IPD-Image-ViT-Finetune")
+clientEngText = Client("dj-dawgs-ipd/IPD-Text-English-Finetune")
+clientHingText = Client("dj-dawgs-ipd/IPD-Text-Hinglish")
+
+profanity_df = pd.read_csv('Hinglish_Profanity_List.csv' , encoding = 'utf-8')
+profanity_hn = profanity_df['profanity_hn']
+
+def extract_text(image):
+    reader = easyocr.Reader(['en'])
+    data = [result[1] for result in reader.readtext(image)]
+    return ' '.join([l for l in data])
+
+def predict(image):
+
+    imgResult = clientImg.predict(
+    		image=handle_file(image),
+    		api_name="/predict"
+    )
+    
+    if float(imgResult[1]['label']) > 0.95:
+        return ["hate" , imgResult[0]]
+    else:
+        
+        ocr_text = extract_text(image)
+        
+        engResult = clientEngText.predict(
+		text=ocr_text,
+		api_name="/classify_text"
+        )
+        
+        hingResult = clientHingText.predict(
+        		text=ocr_text,
+        		api_name="/predict"
+        )
+        
+        if engResult[0] == "NEITHER" or hingResult[0] == "NAG":
+            return ["not_hate" , None]
+        else:
+            return ["hate" , None]
+        
+iface = gr.Interface(fn=predict,
+                     inputs = gr.Image(type='pil'),
+                     outputs=[gr.Label(label = "Class") , gr.Label(label = "Hate Symbol(if any)")],
+                     title = "Hate Speech Detection in Image",
+                     description = "Detect hateful symbols or text in Image"
+        )
+                     
+if __name__ == "__main__":
+    iface.launch()
+

requirements.txt

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+aiofiles==23.2.1
+annotated-types==0.7.0
+anyio==4.6.0
+asttokens==2.4.1
+certifi==2024.8.30
+charset-normalizer==3.3.2
+click==8.1.7
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.3.0
+cycler==0.12.1
+debugpy==1.8.6
+decorator==5.1.1
+easyocr==1.7.2
+executing==2.1.0
+fastapi==0.115.0
+ffmpy==0.4.0
+filelock==3.16.1
+fonttools==4.54.1
+fsspec==2024.9.0
+gradio==4.44.0
+gradio_client==1.3.0
+h11==0.14.0
+httpcore==1.0.5
+httpx==0.27.2
+huggingface-hub==0.25.1
+idna==3.10
+imageio==2.35.1
+importlib_resources==6.4.5
+ipykernel==6.29.5
+ipython==8.27.0
+jedi==0.19.1
+Jinja2==3.1.4
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+kiwisolver==1.4.7
+lazy_loader==0.4
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.9.2
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+mpmath==1.3.0
+nest-asyncio==1.6.0
+networkx==3.3
+ninja==1.11.1.1
+numpy==2.1.1
+opencv-python-headless==4.10.0.84
+orjson==3.10.7
+packaging==24.1
+pandas==2.2.3
+parso==0.8.4
+pillow==10.4.0
+platformdirs==4.3.6
+prompt_toolkit==3.0.48
+psutil==6.0.0
+pure_eval==0.2.3
+pyclipper==1.3.0.post5
+pydantic==2.9.2
+pydantic_core==2.23.4
+pydub==0.25.1
+Pygments==2.18.0
+pyparsing==3.1.4
+pytesseract==0.3.13
+python-bidi==0.6.0
+python-dateutil==2.9.0.post0
+python-multipart==0.0.12
+pytz==2024.2
+pywin32==306
+PyYAML==6.0.2
+pyzmq==26.2.0
+requests==2.32.3
+rich==13.8.1
+ruff==0.6.8
+scikit-image==0.24.0
+scipy==1.14.1
+semantic-version==2.10.0
+shapely==2.0.6
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+stack-data==0.6.3
+starlette==0.38.6
+sympy==1.13.3
+tifffile==2024.9.20
+tomlkit==0.12.0
+torch==2.4.1
+torchvision==0.19.1
+tornado==6.4.1
+tqdm==4.66.5
+traitlets==5.14.3
+typer==0.12.5
+typing_extensions==4.12.2
+tzdata==2024.2
+urllib3==2.2.3
+uvicorn==0.31.0
+wcwidth==0.2.13
+websockets==12.0