官术网_书友最值得收藏!

  • Deep Learning with PyTorch
  • Vishnu Subramanian
  • 141字
  • 2021-06-24 19:16:20

Applications of deep learning

Some popular applications that were made possible using DL are as follows:

  • Near-human-level image classification
  • Near-human-level speech recognition
  • Machine translation
  • Autonomous cars
  • Siri, Google Voice, and Alexa have become more accurate in recent years
  • A Japanese farmer sorting cucumbers
  • Lung cancer detection
  • Language translation beating human-level accuracy 

The following screenshot shows a short example of summarization, where the computer takes a large paragraph of text and summarizes it in a few lines:

Summary of a sample paragraph generated by computer

In the following image, a computer has been given a plain image without being told what it shows and, using object detection and some help from a dictionary, you get back an image caption stating two young girls are playing with lego toy. Isn't it brilliant?

 
Object detection and image captioning (Image source: https://cs.stanford.edu/people/karpathy/cvpr2015.pdf)
主站蜘蛛池模板: 阳山县| 九龙城区| 周口市| 喜德县| 紫金县| 旅游| 高安市| 吉隆县| 同江市| 沁阳市| 汨罗市| 德格县| 红桥区| 包头市| 铅山县| 正阳县| 区。| 繁峙县| 启东市| 青田县| 吕梁市| 铁力市| 长兴县| 亳州市| 怀化市| 长寿区| 札达县| 北碚区| 廉江市| 新化县| 武城县| 吉木乃县| 游戏| 乌海市| 江达县| 宜章县| 明星| 邵东县| 朝阳区| 沅江市| 中卫市|