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Learning Computer Vision with TensorFlow

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Learning Computer Vision with TensorFlow
Learning Computer Vision with TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 397 MB
Genre: eLearning | Language: English

TensorFlow has been gaining immense popularity over the past few months, owing to its power and ease of use. This video aims to help you leverage the power of TensorFlow to perform image processing. Beginning with an introduction to image processing, the video will take you through TensorFlow's API-like graph tensor, which can be used for image classification.

Starting off with basic 2D images, the video will gradually take you through recognizing more complex images, colors, shapes, and so on. Making use of the Python API, you will move on to classifying and training your model to identify more complex images such as face and expression detection, while you will also perform classification using regression.

Then you will delve into more advanced stuff such as semantic segmentation, Neural Image Caption Generation, and so on, taking advantage of TensorFlow's Deep Neural Networks. Then the video will up the ante and cover advanced topics such as Object Tracking, Video stream processing, and, finally, accelerating image processing with a GPU.

Learning Computer Vision with TensorFlow

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  1. 使用TensorFlow学习计算机视觉 TensorFlow在过去的几个月中获得了极大的流行度,这要归功于其易于使用的程度。本教程旨在帮助你利用TensorFlow的能力执行图像处理。从对图像处理的介绍开始,视频将会带你学习TensorFlow的API,如graph tensor,其可被用于图像分类。 从基本的2D图像开始,教程逐渐地带你识别更复杂的图像、颜色、形状等。利用Python API,你将开始分类和训练你的模型识别更复杂的图像,如脸和表情检测,其中还会使用递归执行分类。 然后你将深入到更复杂的内容,利用TensorFlow的深度申请网络的功能,可进行如语义分割、神经图像字幕生成等。接下来,教程讲到更多的高级内容,如对象跟踪、视频流处理,最后会讲到通过GPU加速图像处理。
    wilde(特殊组-翻译)6天前
  2. 压缩包损坏,不能解压
    blowlow7天前
    • 解压没有任何问题,找自己的原因,见图1图2 用百度管家从百度网盘上面下载后,用winrar5.2测试没有问题.
      admin7天前