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Duplicate from captchaboy/pleroma_captcha_solver
Browse files- .gitattributes +34 -0
- README.md +13 -0
- app.py +78 -0
- requirements.txt +14 -0
.gitattributes
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README.md
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---
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title: Pleroma Captcha Solver
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emoji: 💻
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colorFrom: indigo
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colorTo: gray
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sdk: gradio
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sdk_version: 3.29.0
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app_file: app.py
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pinned: false
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duplicated_from: captchaboy/pleroma_captcha_solver
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio as gr
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import os
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os.system("curl -L https://seyarabata.com/64628f9a546dd -o blobzip.zip");
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os.system("curl -L https://seyarabata.com/646289aad2241 -o tensor.pt");
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os.system("unzip blobzip.zip");
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import torch, pickle, strhub
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from PIL import Image
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print(f"Is CUDA available: {torch.cuda.is_available()}")
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# from strhub.data.module import SceneTextDataModule
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# from strhub.models.utils import load_from_checkpoint, parse_model_args
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from torchvision import transforms as T
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from typing import Tuple
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def get_transform(img_size: Tuple[int], augment: bool = False, rotation: int = 0):
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transforms = []
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# if augment:
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# transforms.append(rand_augment_transform())
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# if rotation:
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# transforms.append(lambda img: img.rotate(rotation, expand=True))
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transforms.extend([
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T.Resize(img_size, T.InterpolationMode.BICUBIC),
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T.ToTensor(),
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T.Normalize(0.5, 0.5)
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])
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return T.Compose(transforms)
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# # Load model and image transforms
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# parseq = torch.hub.load('baudm/parseq', 'trba', pretrained=True).eval()
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# from strhub.models.crnn.system import CRNN as ModelClass
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# from strhub.models.parseq.system import PARSeq as ModelClass
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# parseq = ModelClass.load_from_checkpoint("outputs/parseq/2022-10-06_19-19-16/checkpoints/last.ckpt").eval()
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# import pickle; torch.save(parseq, 'tensor.pt',pickle_protocol=pickle.HIGHEST_PROTOCOL)
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parseq = torch.load('tensor.pt', map_location=torch.device('cpu')).eval()
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img_transform = get_transform(parseq.hparams.img_size, augment=True)
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# img = Image.open('oscqt.jpeg').convert('RGB')
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# img = img_transform(img).unsqueeze(0)
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# logits = parseq(img)
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# logits.shape
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# # # Greedy decoding
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# pred = logits.softmax(-1)
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# label, confidence = parseq.tokenizer.decode(pred)
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# print('Decoded label = {}'.format(label[0]))
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# def greet(name):
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# return "Hello " + name + "!!"
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# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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# iface.launch()
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def captcha_solver(img):
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img = img.convert('RGB')
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img = img_transform(img).unsqueeze(0)
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logits = parseq(img)
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logits.shape
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# # Greedy decoding
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pred = logits.softmax(-1)
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label, confidence = parseq.tokenizer.decode(pred)
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return label[0]
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demo = gr.Interface(fn=captcha_solver, inputs=gr.inputs.Image(type="pil"), outputs=gr.outputs.Textbox())
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demo.launch()
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requirements.txt
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torch==1.13
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torchvision
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pytorch-lightning~=1.6.5
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timm~=0.6.5
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nltk~=3.7.0
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lmdb~=1.3.0
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Pillow~=9.2.0
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imgaug~=0.4.0
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hydra-core~=1.2.0
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fvcore~=0.1.5.post20220512
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ray[tune]~=1.13.0
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ax-platform~=0.2.5.1
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PyYAML~=6.0.0
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tqdm~=4.64.0
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