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OAK-D: Understanding and Running Neural Network Inference with DepthAI API
Table of Contents OAK-D: Understanding and Running Neural Network Inference with DepthAI API Introduction Configuring Your Development Environment Having Problems Configuring Your Development...
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Automatic Differentiation Part 2: Implementation Using Micrograd
Table of Contents Automatic Differentiation Part 2: Implementation Using Micrograd Introduction What Is a Neural Network? Having Problems Configuring Your Development Environment? About micrograd...
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Training a Custom Image Classification Network for OAK-D
Table of Contents Training a Custom Image Classification Network for OAK-D Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure The...
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Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical...
Table of Contents Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning 🙌🏻 Introduction Configuring Your Development Environment Having Problems...
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Learning JAX in 2023: Part 2 — JAX’s Power Tools grad, jit, vmap, and pmap
Table of Contents Learning JAX in 2023: Part 2 — JAX’s Power Tools grad, jit, vmap, and pmap 🙌🏻 Introduction Configuring Your Development Environment Having Problems Configuring Your Development...
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Train a MaskFormer Segmentation Model with Hugging Face Transformers
Table of Contents Train a MaskFormer Segmentation Model with Hugging Face 🤗 Transformers Project Structure Requirements Bonus An Introduction to Image Segmentation What Is MaskFormer? 🤗Transformers...
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What’s New in PyTorch 2.0? torch.compile
Table of Contents What’s New in PyTorch 2.0? torch.compile Configuring Your Development Environment Installation Verification Overview of PyTorch 2.0 What’s New in PyTorch 2.0? torch.compile...
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Deploying a Custom Image Classifier on an OAK-D
Home » deep learning Table of Contents Deploying a Custom Image Classifier on an OAK-D Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment?...
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Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First...
Home » deep learning Table of Contents Learning JAX in 2023: Part 3 — A Step-by-Step Guide to Training Your First Machine Learning Model with JAX Configuring Your Development Environment Having...
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What’s Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for...
Home » deep learning Table of Contents What’s Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for developers) Technology Behind PyTorch 2.0 TorchDynamo TorchInductor AOT Autograd PrimTorch...
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Training the YOLOv8 Object Detector for OAK-D
Home » deep learning Table of Contents Training the YOLOv8 Object Detector for OAK-D Introduction A Primer on YOLOv8 Configuring Your Development Environment Need Help Configuring Your Development...
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Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time
Home » deep learning Table of Contents Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time Introduction Configuring Your Development Environment Need Help Configuring Your Development...
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CycleGAN: Unpaired Image-to-Image Translation (Part 2)
Home » deep learning Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 2) Apples2Oranges Dataset Configuring Your Development Environment Need Help Configuring Your Development...
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CycleGAN: Unpaired Image-to-Image Translation (Part 3)
Home » deep learning Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 3) Configuring Your Development Environment Need Help Configuring Your Development Environment? Project...
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Introduction to Autoencoders
Home » deep learning Table of Contents Introduction to Autoencoders What Are Autoencoders? How Autoencoders Achieve High-Quality Reconstructions? Revisiting the Story Types of Autoencoder Vanilla...
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Implementing a Convolutional Autoencoder with PyTorch
Home » deep learning Table of Contents Implementing a Convolutional Autoencoder with PyTorch Configuring Your Development Environment Need Help Configuring Your Development Environment? Project...
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What Is Keras Core?
Home » deep learning Table of Contents What Is Keras Core? Configuring Your Development Environment Let’s Talk about Keras! Going Beyond with Keras Core The Power of Keras Core: Expanding Your Deep...
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