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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 26 Jun 2020

    Interested in learning how to build OCR models? Here's a great code example from @A_K_Nain showing a model that can break Captchas. https://keras.io/examples/vision/captcha_ocr/ …pic.twitter.com/Rh3Py2CBqp

    12:33 PM - 26 Jun 2020
    • 217 Retweets
    • 934 Likes
    • BIT WICOA CuongPham Joachim Wagner Ceshine Lee Mohamed Al Salti Corentin Martel Henrik Feldt Hardik Udeshi Hugos29
    10 replies 217 retweets 934 likes
      1. François Chollet‏Verified account @fchollet 26 Jun 2020

        Training this model from scratch takes a couple minutes of a V100 GPU. Super fast.

        2 replies 7 retweets 55 likes
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      1. Victor‏ @victor_recruits 26 Jun 2020
        Replying to @fchollet @A_K_Nain

        Now click on the squares that contain a road sign. #sentientbeingverified

        0 replies 0 retweets 4 likes
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      1. New conversation
      2. Deep_Vish‏ @NotanAI1 26 Jun 2020
        Replying to @fchollet @A_K_Nain

        Y do this, it was already difficult enough. Now it will be more challenging for a human to proove he/ she is human.

        4 replies 1 retweet 7 likes
      3. Ricker Silva‏ @caycedo 26 Jun 2020
        Replying to @NotanAI1 @fchollet @A_K_Nain

        I gave up to do only computer enabled processes

        0 replies 1 retweet 0 likes
      4. End of conversation
      1. Tom‏ @tommesd2000 26 Jun 2020
        Replying to @fchollet @A_K_Nain

        @fchollet...👍 ...cool would be also an example for object detection using mask-rcnn's. This is also a very interesting technique in the computer vision section.

        0 replies 0 retweets 0 likes
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      1. Sir Dave‏ @__SirDave 27 Jun 2020
        Replying to @fchollet @A_K_Nain

        Super!

        0 replies 0 retweets 0 likes
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      1. Isabel Márquez‏ @isapmarquez 27 Jun 2020
        Replying to @fchollet @A_K_Nain

        Great!!! 👌🏻

        0 replies 0 retweets 0 likes
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      1. ભાવિન‏ @thisisbhavind 27 Jun 2020
        Replying to @fchollet @A_K_Nain

        Isn't StringLookup currently only available in tf-nightly?

        0 replies 0 retweets 0 likes
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      1. Marcin Wojnarski‏ @wojnarski 27 Jun 2020
        Replying to @fchollet @A_K_Nain

        How does this model behave for repeated characters, like "aa", "bb" etc.? I can't see in the code any separator to differentiate between neighboring chars of the same class? This may lead to errors like the one in your example: "448de" decoded instead of "488de".

        0 replies 0 retweets 0 likes
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