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Update app.py
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app.py
CHANGED
@@ -35,7 +35,6 @@ def resize_image(img, max_size_mb=5):
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if size_mb <= max_size_mb:
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return img, img_bytes.getvalue()
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-
# Resize proportionally
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scale = 0.9
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while size_mb > max_size_mb:
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w, h = img.size
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@@ -58,13 +57,12 @@ def process_image(img):
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img, img_bytes = resize_image(img)
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weight, confidence = extract_weight_from_image(img)
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if weight == "Not detected" or confidence <
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return f"{weight} (Confidence: {confidence}%)", ist_time, img, None, gr.update(visible=True), gr.update(visible=False)
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# Encode image for preview
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img_buffer = io.BytesIO(img_bytes)
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img_base64 = base64.b64encode(img_buffer.getvalue()).decode()
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return f"{weight} kg (Confidence: {confidence}%)", ist_time, img, img_base64, gr.update(visible=True), gr.update(visible=True)
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def save_to_salesforce(weight_text, img_base64):
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try:
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@@ -72,11 +70,9 @@ def save_to_salesforce(weight_text, img_base64):
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if sf is None:
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return "Failed to connect to Salesforce"
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# Extract weight from text (remove "kg" and confidence)
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weight = float(weight_text.split(" ")[0])
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ist_time = datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S")
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# Create custom object record (adjust object and fields as needed)
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record = {
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"Name": f"Weight_Log_{ist_time}",
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"Weight__c": weight,
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@@ -123,7 +119,7 @@ with gr.Blocks(title="⚖️ Auto Weight Logger") as demo:
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- Upload a clear, well-lit image of a digital weight scale display.
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- Ensure the image is < 5MB (automatically resized if larger).
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- Review the detected weight and click 'Confirm and Save to Salesforce' to log the data.
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-
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""")
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demo.launch()
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if size_mb <= max_size_mb:
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return img, img_bytes.getvalue()
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scale = 0.9
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while size_mb > max_size_mb:
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w, h = img.size
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img, img_bytes = resize_image(img)
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weight, confidence = extract_weight_from_image(img)
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if weight == "Not detected" or confidence < 80:
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return f"{weight} (Confidence: {confidence:.2f}%)", ist_time, img, None, gr.update(visible=True), gr.update(visible=False)
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img_buffer = io.BytesIO(img_bytes)
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img_base64 = base64.b64encode(img_buffer.getvalue()).decode()
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return f"{weight} kg (Confidence: {confidence:.2f}%)", ist_time, img, img_base64, gr.update(visible=True), gr.update(visible=True)
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def save_to_salesforce(weight_text, img_base64):
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try:
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if sf is None:
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return "Failed to connect to Salesforce"
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weight = float(weight_text.split(" ")[0])
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ist_time = datetime.now(pytz.timezone("Asia/Kolkata")).strftime("%Y-%m-%d %H:%M:%S")
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record = {
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"Name": f"Weight_Log_{ist_time}",
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"Weight__c": weight,
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- Upload a clear, well-lit image of a digital weight scale display.
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- Ensure the image is < 5MB (automatically resized if larger).
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- Review the detected weight and click 'Confirm and Save to Salesforce' to log the data.
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- Works on desktop and mobile browsers.
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""")
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demo.launch()
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