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Channel: Keras and TensorFlow Archives - PyImageSearch
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A gentle introduction to tf.data with TensorFlow

In this tutorial, you will learn the basics of TensorFlow’s tf.data module used to build faster, more efficient deep learning data pipelines. A good dataset is necessary when working with tf.data in...

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Data pipelines with tf.data and TensorFlow

In this tutorial, you will learn how to implement fast, efficient data pipelines for training neural networks using tf.data and TensorFlow. This tutorial is part two in our three part series on the...

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Data augmentation with tf.data and TensorFlow

In this tutorial, you will learn two methods to incorporate data augmentation into your tf.data pipeline using Keras and TensorFlow. A good dataset of images is vital when working with data...

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Smile detection with OpenCV, Keras, and TensorFlow

In this tutorial, we will be building a complete end-to-end application that can detect smiles in a video stream in real-time using deep learning along with traditional computer vision techniques. To...

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Breaking captchas with deep learning, Keras, and TensorFlow

In the past, we’ve worked with datasets that have been pre-compiled and labeled for us — but what if we wanted to go about creating our own custom dataset and then training a CNN on it? In this...

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CycleGAN: Unpaired Image-to-Image Translation (Part 1)

Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 1) Introduction Unpaired Image Translation CycleGAN Pipeline and Training Loss Formulation Adversarial Loss Cycle Consistency...

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LITTLE OAKHURST VISITED AGAIN, SHEPHERD DOG TAKEN.

13th February, Kent UK. VIA: BiteBack Magazine received anonymously: “13th February in Kent south East UK Little Oakhurst in Kent, UK, was visited once again. For a while we have been keeping an eye...

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FUR SHOP FINALLY CLOSES DOWN AFTER CONTINUOUS ACTION.

8th February, Öebro, Sweden anonymous report: Via: BiteBack Magazine “The fur selling store Törnqvists Hattar, in Örebro, finally closes down after many (unreported) actions such as glued locks etc....

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SOLIDARITY SATURDAY – NO ONE IS FREE UNTIL ALL ARE FREE!

We have thought of a little something. Every couple of Saturdays we will post a fundraiser that we believe is in need of attention. Be it a sanctuary, a prison support crowdfunding or an arrest fund,...

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CALF LIBERATED FROM SLAUGHTERHOUSE.

13th February, Netherlands. anonymous report, from frentedeliberacionanimal.net (translation): “A calf has been released from a slaughterhouse in the Netherlands by the Animal Liberation Front.”

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13 HUNTING TOWERS DESTROYED.

9th February, Luxembourg anonymous report, from frentedeliberacionanimal.net (translation): “On the night of February 9, 13 towers used for hunting were destroyed in Luxembourg. In memory of Mike...

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SOLIDARITY SATURDAYS – SOMEONE ACCUSED OF DESTROYING MULTIPLE HUNTING TOWERS...

When we see people wearing their “Support the ALF” hoodies, we really hope they mean it. This is one of those cases. Someone in Germany was just sentenced to a fine of 2250 EUR in relation to 13...

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BUTCHER SHOP SPLATTERED WITH PAINT

24th February, Bochum, Germany Received anonymously via encrypted email: “Today we paid a visit to the local butcher in Bochum and decorated the shop window with fake blood in order to remind all...

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CALF RESCUED FROM A SLAUGHTERHOUSE.

20th February, Belgium.  via: frentedeliberacionanimal.net “During the early hours of the 20th of February a calf has been liberated from a slaughterhouse in Belgium by the Animal Liberation Front....

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FUR SHOP VISITED, LOCKS GLUED, PAINT SPLATTERTED.

16th February, Sweden Via: BiteBack Magazine anonymous report: “A fur selling store was attacked again in Stockholm, Sweden. Poster was placed, glues locked and paint poured. Their windows is still...

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HUNTING TOWER DESTROYED

17th February, Sweden. VIA: BITEBACK MAGAZINE anonymous report: “17th of February, Sweden Two hunting towers were sabotaged in Sweden by DRM (the Swedish Animal Rights Militia). One of the towers got...

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Load a trained Keras/TensorFlow model from disk

Now that we’ve trained our model and serialized it, we need to load it from disk. As a practical application of model serialization, I’ll be demonstrating how to classify individual images from the...

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Hyperparameter tuning for Deep Learning with scikit-learn, Keras, and TensorFlow

In this tutorial, you will learn how to tune the hyperparameters of a deep neural network using scikit-learn, Keras, and TensorFlow. This tutorial is part three in our four-part series on...

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Easy Hyperparameter Tuning with Keras Tuner and TensorFlow

In this tutorial, you will learn how to use the Keras Tuner package for easy hyperparameter tuning with Keras and TensorFlow. A sizable dataset is necessary when working with hyperparameter tuning. It...

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A gentle introduction to tf.data with TensorFlow

In this tutorial, you will learn the basics of TensorFlow’s tf.data module used to build faster, more efficient deep learning data pipelines. A good dataset is necessary when working with tf.data in...

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