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Create Image Captioning Models
Coursera
Course
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Create Image Captioning Models

Google Cloud

Learn to build deep learning models for image captioning, exploring components like encoders, decoders, and methods for training and evaluation.

Unknown1 weeksID

About this Course

Kursus ini menjelaskan cara membuat model keterangan gambar menggunakan deep learning. Anda akan belajar tentang berbagai komponen model keterangan gambar, seperti encoder dan decoder, serta cara melatih dan mengevaluasi model. Pada akhir kursus ini, Anda akan dapat membuat model keterangan gambar Anda sendiri dan menggunakannya untuk menghasilkan teks bagi gambar

What You'll Learn

  • Understand components of image captioning models
  • Learn how to train and evaluate image captioning models
  • Build your own image captioning model
  • Use the model to generate captions for images

Prerequisites

  • Prior hands-on experience with core deep learning concepts
  • Comfort applying main tools and methods independently

Instructors

G

Google Cloud Training

Topics

Cloud Computing
Information Technology
Embeddings
Deep Learning
Recurrent Neural Networks (RNNs)
Model Deployment
Image Analysis
Convolutional Neural Networks
Model Evaluation
Data Preprocessing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الحوسبة السحابية
تكنولوجيا المعلومات
التمثيلات التضمينية
التعلم العميق
الشبكات العصبية المتكررة
نشر النماذج
تحليل الصور
الشبكات العصبية الالتفافية
Model Evaluation
Data Preprocessing

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