Spaces:
Sleeping
Sleeping
Add extract image endpoint
Browse files
app.py
CHANGED
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@@ -8,6 +8,7 @@ import numpy as np
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from PIL import Image
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import requests
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from io import BytesIO
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os.environ["CUDA_VISIBLE_DEVICES"] = ""
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@@ -20,13 +21,28 @@ feature_extractor = AutoFeatureExtractor.from_pretrained('carbon225/vit-base-pat
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@app.route("/", methods=["GET"])
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def default():
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return json.dumps({"
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@app.route("/predict", methods=["GET"])
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def predict():
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try:
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src = request.args.get("src")
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print(f"{src=}")
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# Download image from the provided URL
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response = requests.get(src)
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@@ -48,8 +64,6 @@ def predict():
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predicted_class_idx = logits.argmax(-1).item()
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predicted_class_label = model.config.id2label[predicted_class_idx]
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print(predicted_class_label)
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# Return the predictions
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return json.dumps({"class": predicted_class_label})
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from PIL import Image
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import requests
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from io import BytesIO
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from bs4 import BeautifulSoup
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os.environ["CUDA_VISIBLE_DEVICES"] = ""
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@app.route("/", methods=["GET"])
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def default():
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return json.dumps({"Server": "Working"})
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@app.route("/extractimages",methods=["GET"])
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def extract_images():
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try:
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src=request.args.get("src")
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response = requests.get(src)
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soup = BeautifulSoup(response.text, 'html.parser')
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img_urls=[]
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img_tags = soup.find_all('img')
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for img_tag in img_tags:
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img_url = img_tag['src']
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img_urls.append(img_url)
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return json.dumps({"images":img_urls})
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except Exception as e:
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return e
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@app.route("/predict", methods=["GET"])
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def predict():
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try:
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src = request.args.get("src")
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# Download image from the provided URL
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response = requests.get(src)
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predicted_class_idx = logits.argmax(-1).item()
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predicted_class_label = model.config.id2label[predicted_class_idx]
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# Return the predictions
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return json.dumps({"class": predicted_class_label})
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