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Table of Contents Computer Vision and Deep Learning for Agriculture Benefits Minimizing Risk and Cost and Maximizing Yield Right Decision Making Applications Farming: Livestock, Poultry, and Fish Yield Estimation and Maximization Monitoring Challenges Uncertain Factors Data Cost and Scarcity Cost…

Table of Contents Introduction to TFRecords Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure What Are TFRecords? Building Your Own TFRecords Build a TFRecord Serialization Advanced TFRecord Generation Summary Reference Citation Information Introduction to TFRecords…

Hey everyone, welcome to another blog post where we talk with students from PyImageSearch. Today we are joined by Peter Ip, a Chief Data Scientist. Ritwik: So Peter, maybe you could start by introducing yourself? What do you do, where…

Table of Contents Long Short-Term Memory Networks Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Modeling Sequential Data with RNNs The Problem with RNNs Long Short-Term Memory Networks Vanishing and Exploding Gradients Training and Visualizations…

Table of Contents Image Translation with Pix2Pix Introduction Pix2Pix GAN Deconstructed Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Configuring the Prerequisites Creating the Data Processing Pipeline Creating the Pix2Pix Architecture Building the Pix2Pix GAN Training…

Table of Contents Introduction to Recurrent Neural Networks with Keras and TensorFlow Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure What Are Sequential Data A Caveat: Masking and Padding Modeling Sequential Data with MLPs The…

Table of Contents Computer Vision and Deep Learning for Banking and Finance Benefits Cost Reductions Customer Support Enhanced Security Better Decision Making Applications Portfolio Management Risk Management Fraud Security Regulatory Compliance Loan and Credit Decisions Process Automation Challenges AI Bias…

Table of Contents Comparison Between BagofWords and Word2Vec A Brief Recap of BOW and Word2Vec Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Configuring the Prerequisites Processing the Data Creating the Bag-of-Words Model Training the Bag-of-Words…

Table of Contents Word2Vec: A Study of Embeddings in NLP Introduction to Word2Vec Continuous Bag-of-Words (CBOW) Skip-Gram Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Configuring the Prerequisites Building the Vocabulary Training the CBOW Architecture Implementing…