end2end

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Go to "continuous deployment"

deployment management of the cruise team. Another pre-release production environment called "production ",By a cruiseServer and nearly 70 agents, which are used by multiple project teams at the same time. The "production" environment is a real production environment. deployment failure means loss. Therefore, althoughWork can be done through automated scripts, but we still add the manual switch (ManualApproval), as shown in. All the first three stages are automatically triggered, and all subsequ

Approximate steps for Chinese text categorization

can usually learn some keywords and the mapping between categoriesCons: Missing the sequential information appearing in text morphemes; only the words are symbolized, without regard to the semantic connection between the words (for example, "microphone" and "microphone" are different words, but the semantics are the same);2, based on the characteristic representation of embedding : The character of text is calculated by the word vector. (mainly for short text)Averaging: the sum (or average) of

R-cnn,spp-net, FAST-R-CNN,FASTER-R-CNN, YOLO, SSD series deep learning detection method combing

identifies targets in proposal based on RPN extracted proposal.4.1 Region proposal Network (RPN)The input to the RPN network can be a picture of any size (but still with the minimum resolution required, such as Vgg is 228*228). If VGG16 is used for feature extraction, then the RPN network can be represented as VGG16+RPN.VGG16: reference Https://github.com/rbgirshick/py-faster-rcnn/blob/master/models/pascal_voc/VGG16/faster_rcnn_ End2end/train.prototx

ACL 2016 | Copynet and Pointer Softmax

note that although the idea of the two papers is the same, but can be received at the same time ACL 2016, it also shows that the work of both papers is very solid. First article [1]. In this paper, the proposed network is called Copynet, and the proposed mechanism is called copying mechanism. In fact, for example, we will appear in the dialogue process, "Hello, my name is small S", and then the other side to answer, "very happy to know AH small S." "Then this little s, that is, entity informat

Measurement method of ICDAR2013 text detection algorithm (II.) Rectangle matching and Deteval

This is the second part, the first part please click the measurement method of ICDAR2013 text detection algorithm (a) Evaluation levelsMain content: ICDAR2013 method for Rectangle Matching, or bbox Matching foucsed evaluation Image Text detection task If not specifically stated, the following: The evaluation/measurement method is only for the text localization algorithm; text detection is not distinguished from text localization bounding box, bbox, rectangle do not differentiate Det Ection with

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