How can i run this model

#10
by blahincubator - opened

Hello everyone

I have never really used AI before other than occasion chatting on openai's chatgpt.

I have a project id like to work on which is digitizing recipes. I used this model and was blown away by the results. I want to take photos of my recipie books and then digitize them. This model looks wonderful.

My question is, how can i run this locally. I have never done this before so if you have advice please dumb it down abit. I am barely confident with comand line interfaces but can do it. Do i need to download any software?

Can it be run on the network as an ip:port? so if i took a photo with my phone i could use a web interface to access it?

How does it all work? what do i need to do to run these models locally?

Thank you

As for my test, I uploaded this image
6f06f569b1ce58bd250882e69d967bfa.jpg

and it output:

Chocolate Cake

Ingredients:

  • 3/4 cup (1 1/2 sticks) unsalted butter, room temp, plus more for pan
  • 3 large eggs
  • 3/4 C unsweetened cocoa powder, plus more for pan
  • 1 tsp. pure vanilla extract
  • 3/4 C all-purpose flour
  • 1/2 C sour cream
  • 1/2 tsp. baking powder
  • 1 C sugar
  • 1/4 tsp. salt

GLAZE
sweetened whipped cream, for serving (optional)
chocolate shavings, For serving optional

PROCEDURE

  1. Preheat oven to 350°F.

  2. Sift cocoa, flour, baking powder & salt; set aside. Cream butter & sugar until light & fluffy. Beat in eggs, one at a time, then beat in vanilla. Reduce speed to low. Add flour alternating with sour cream, starting & ending w/ the flour mixture.

  3. Spread batter into pan. Tap pan firmly on countertop, to force out large air bubbles. Bake until toothpick comes out clean, 30-35 mins.

  4. Remove from oven, cool 10 mins. in pan, then invert onto a wire rack to cool completely. Pour glazed. Let stand to set. Serve.

Cakey Brownies

Ingredients:

  • 1/2 stick unsalted butter, cut into large pieces
  • 4 oz. bittersweet chocolate, coarsely chopped
  • 1 1/2 C sugar
  • 3 large eggs
  • 1/4 C unsweetened Dutch-process cocoa powder
  • 3/4 tsp. coarse salt
  • 1 1/2 C all-purpose flour
  • 3/4 tsp. baking powder

PROCEDURE

  1. Preheat oven to 350°F. Line baking pan with parchment paper, leaving a slight overhang on all sides.

  2. Melt butter & chocolate in a double boiler or a heatproof bowl set over a pot of simmering water.

  3. Whisk in eggs, one at a time, until combined. Whisk in cocoa powder & salt. Fold in flour & baking powder until combined.

  4. Pour batter into pan. Bake until set and a toothpick comes out clean w/ moist crumbs, about 30 mins.

  5. Let cool in a pan on a wire rack about 15 mins. Lift brownies from pan using parchment. Remove parchment, and transfer to a wire rack. Let cool completely. Cut into 9 pcs. squares.

Hi @blahincubator ,

Thanks for showing interest in this app! I'll share the notebook below, which you can use to run the specific OCR model locally or in Colab notebooks.

Colab Notebook : https://colab.research.google.com/drive/1VvA-amvSVxGdWgIsh4_by6KWOtEs_Iqp

Github : https://github.com/PRITHIVSAKTHIUR/OCR-ReportLab

What does it do?

  1. Performs OCR on the input image
  2. Generates a DOCX or PDF file with the input image and the extracted text

Hope this helps you!

Regards,
~Prithiv


ocr.png

Hello @prithivMLmods

Thank you for your reply and for sharing the links. I like how you used my example for the promo picture. It looks good! haha

I am very new to this. I am trying to run in the notebook and waiting for it to prompt for image. As for running locally, do you have any advice as to how i can go about this? Dont be scared to over exaplin as i i dont know anything about running ai models. Do i need to download some other software to run? Does it have a ui

Thank you for making this available

@blahincubator To keep it simple, just open the Colab notebook and run the cells one by one. A Gradio app will be generated, and by following the link, you'll be able to upload an image and get the OCR result.

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