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#Image Classification

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GeoDelta Labs

Introduction to QGIS

14 rewiews
Learn QGIS 3 for geospatial analysis: create 3D models, analyze terrain, visualize data, and produce maps. Master essential GIS skills for various applications in this comprehensive introduction.
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21 Lesons
7 hours
On-Demand
Free-Video
ArcGIS

Imagery and Remote Sensing

8 rewiews
Learn the basics of observing and understanding our planet with the help of Arc Gis.
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43 Lesons
7 hours
On-Demand
Free-Video
Nvidia

How to Perform Large-Scale Image Classification

3 rewiews
Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.
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17 Lesons
54 minutes
On-Demand
Free-Video

Deep Learning Using Matlab

1 rewiews
Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.
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9 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Python Simplified

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 rewiews
Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.
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17 Lesons
31 minutes
On-Demand
Free-Video
NPTEL

Practical Machine Learning with Tensorflow

1 rewiews
We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.
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34 Lesons
16 hours
On-Demand
Free-Video
Stanford University

Observational Supervision for Medical Image Classification

0 rewiews
Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.
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7 Lesons
36 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar 2022 - DeepMind's Perceiver and Perceiver IO: New Data Family Architecture

0 rewiews
Exploring DeepMind's Perceiver architecture for flexible AI processing across diverse data types, offering domain-general solutions comparable to specialized models in various tasks.
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1 Lesons
59 minutes
On-Demand
Free-Video

Neural Networks

0 rewiews
This playlist has everything you need to know about Neural Networks, from the basics, all the way to image classification with Convolutional Neural Networks.
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13 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Central Florida

Bag-of-Features for Image Classification - Lecture 17

0 rewiews
Learn about Bag-of-Features in computer vision, covering image classification, feature distribution, clustering, and support vector machines for visual recognition tasks.
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20 Lesons
47 minutes
On-Demand
Free-Video
University of Central Florida

Unsupervised Meta-Learning for Few-Shot Image Classification

0 rewiews
Explore unsupervised meta-learning techniques for few-shot image classification, including task construction, augmentation methods, and performance on benchmark datasets.
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18 Lesons
26 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision: Classification and Object Recognition - Lecture 11

0 rewiews
Explore computer vision classification techniques, including object recognition, image classification, and machine learning frameworks. Learn about nearest neighbor and linear classifiers.
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17 Lesons
47 minutes
On-Demand
Free-Video
University of Central Florida

Bag of Words Model for Image Classification - Lecture 16

0 rewiews
Explore bag-of-features for image classification, including feature extraction, quantization, and spatial pyramid matching. Learn about datasets and applications in scene and action recognition.
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33 Lesons
52 minutes
On-Demand
Free-Video
University of Central Florida

Classification in Computer Vision - Lecture 18

0 rewiews
Explore classification in computer vision, covering features, linear classification, nearest neighbor, decision boundaries, and maximum margin classifiers. Gain insights into fundamental algorithms and problem-solving approaches.
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17 Lesons
1 hour 11 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Convolutional Neural Networks - Part I - Lecture 8

0 rewiews
Introduction to convolutional neural networks, covering architecture, applications in computer vision and natural language processing, with examples like AlexNet and super-resolution techniques.
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8 Lesons
21 minutes
On-Demand
Free-Video
University of Central Florida

Introduction to Neural Networks for Computer Vision - Part I

0 rewiews
Introduction to neural networks for computer vision, covering key concepts like pixel representation, feature extraction, and image classification. Explores biological inspiration and computational implementation of neural activation functions.
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16 Lesons
30 minutes
On-Demand
Free-Video
University of Central Florida

Computer Vision - Administrative and Course Overview - Lecture 1

0 rewiews
Introduction to graduate-level computer vision, covering mathematical foundations, deep learning applications, and advanced topics like object detection and image segmentation.
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11 Lesons
32 minutes
On-Demand
Free-Video
Coding Train

Image Classification with ml5.js - MobileNet and Custom Models

0 rewiews
Dive into image classification using ml5.js 1.0 in this comprehensive 32-minute video tutorial by Coding Train. Learn to implement both the default MobileNet model and train your own classifier using transfer learning and Teachable Machine. Explore the f…
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6 Lesons
32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Production Machine Learning Monitoring: Outliers, Drift, Explainers and Statistical Performance

0 rewiews
Dive deep into advanced ML model monitoring techniques, including outlier detection, concept drift, explainability, and performance metrics for robust production deployments.
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1 Lesons
32 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Deploying Efficient Data-Centric AI 100x Faster

0 rewiews
Accelerate AI application development and deployment 100x using dedicated platforms, data labeling, pre-built models, and iterative design. Explore region classification and deep-trained object detection approaches.
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1 Lesons
34 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Deploying Efficient Data-Centric AI 100x Faster

0 rewiews
Accelerate AI application development and deployment 100x using dedicated platforms, data labeling, pre-built models, and AI-automation. Explore region classification and deep-trained object detection approaches.
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1 Lesons
34 minutes
On-Demand
Free-Video
Great Learning

Support Vector Machine - SVM - Machine Learning Tutorial

0 rewiews
Support Vector Machines have various applications such as they can be used in classification of images, in handwritten character recognition, classification of satellite SAR data. Learn about SVM in this video by Great Learning.
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7 Lesons
39 minutes
On-Demand
Free-Video
Jeremy Howard

Practical Deep Learning for Coders 2019

0 rewiews
Comprehensive deep learning course covering image classification, NLP, tabular data, and advanced topics. Includes hands-on coding and ethical considerations.
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7 Lesons
14 hours
On-Demand
Free-Video
Microsoft

Azure Percept - AI IoT Edge Made Easy - Part 1

0 rewiews
Explore Azure Percept DK for IoT edge AI: hardware overview, model building, and deployment demos. Hands-on tutorials for object detection and bird classification using Azure Percept Studio.
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7 Lesons
2 hours 1 minute
On-Demand
Free-Video
Microsoft

Automate Custom Vision Model Creation with AutoML for Images

0 rewiews
Learn to automate custom vision model creation using AutoML for Images in Azure ML. Explore real-world applications in quality control, retail, and fire detection with expert guidance.
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10 Lesons
2 hours 5 minutes
On-Demand
Free-Video

Neural Networks Examples in MATLAB

0 rewiews
Explore practical applications of neural networks in MATLAB, including image processing, classification, and prediction tasks using various deep learning architectures.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Convolutional Neural Networks with TensorFlow

0 rewiews
Learn to build and implement convolutional neural networks for image classification using TensorFlow. Gain hands-on experience in deep learning techniques for computer vision tasks.
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6 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Great Learning

Artificial Intelligence Tutorial for Beginners - What Is AI?

0 rewiews
Comprehensive introduction to AI, covering neural networks, NLP, and computer vision. Explores key concepts, applications, and real-world use cases for beginners entering the field of artificial intelligence.
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10 Lesons
1 hour 9 minutes
On-Demand
Free-Video
DigitalSreeni

Introduction to Transfer Learning

0 rewiews
Explore transfer learning to adapt pre-trained networks for microscopy applications, enhancing accuracy with limited labeled data and reducing training time.
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5 Lesons
21 minutes
On-Demand
Free-Video
Alexander Amini

Beyond Deep Learning - Learning+Reasoning

0 rewiews
Explore advanced AI concepts beyond deep learning, focusing on integrating reasoning with learning for more robust and interpretable systems in this IBM Research lecture.
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8 Lesons
32 minutes
On-Demand
Free-Video
Brandon Rohrer

Getting Closer to Human Intelligence Through Robotics

0 rewiews
Explore how robotics research can advance AI towards human-level intelligence by relaxing current assumptions and focusing on physical interaction and broader capabilities.
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10 Lesons
46 minutes
On-Demand
Free-Video
Institute for Advanced Study

Re-Imagining the Social Sciences in the Age of AI - March 4, 2020

0 rewiews
Explore the intersection of AI and social sciences through expert talks on mate selection decision-making and human behavior as AI's next frontier, followed by a moderated discussion and audience Q&A.
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35 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Seds Online

The Carbonate Forum 2021 - Artificial Intelligence in Carbonates

0 rewiews
Explore AI applications in carbonate geology, covering microcrystal segmentation and CNN architectures for core classification. Gain insights into cutting-edge techniques and their geological implications.
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21 Lesons
41 minutes
On-Demand
Free-Video
Royal Tyrrell Museum of Palaeontology

From the Past to Satellites - New Ways of Mapping Fossils from Remote Locations

0 rewiews
Innovative satellite imaging techniques for fossil discovery and preservation in remote locations, enhancing paleontological fieldwork efficiency and specimen recovery.
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17 Lesons
1 hour 10 minutes
On-Demand
Free-Video

TensorFlow js en Espaol

0 rewiews
Aprende inteligencia artificial con TensorFlow.js: crea aplicaciones web que reconocen imágenes, sin instalaciones ni configuraciones complejas. Ideal para principiantes en IA y desarrollo web.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video
CodeWithHarry

Handwritten Digit Recognition on MNIST Dataset - Machine Learning Tutorial

0 rewiews
Aprenda a reconocer dígitos escritos a mano utilizando el conjunto de datos MNIST y técnicas de aprendizaje automático en Python, con explicaciones en hindi.
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1 Lesons
36 minutes
On-Demand
Free-Video
Ubuntu OnAir

IA Aplicada con Redes Neuronales de Convolución para Automatización Industrial

0 rewiews
Explora la aplicación de redes neuronales convolucionales en automatización industrial, incluyendo simulación de selección de objetos con actuadores y aspectos teórico-prácticos de implementación.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Personalizar ViT Classifier con tu Propia Data y Docker Inference

0 rewiews
Personaliza un Vision Transformer con tu dataset, crea un docker y un punto de inferencia con FastAPI para clasificación de imágenes.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Inferencia de Clasificador ViT Fine-Tuned en CPU con C#

0 rewiews
Aprende a realizar inferencia en C# con un Vision Transformer personalizado en formato ONNX utilizando CPU para clasificación de imágenes.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Converting Fine-Tuned ViT Classifier to ONNX for CPU Inference

0 rewiews
Convierte un Vision Transformer personalizado a ONNX y realiza inferencia en CPU, optimizando el rendimiento del modelo de clasificación de imágenes.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retinal Image Detection - Part 2 (Español)

0 rewiews
Personaliza un Vision Transformer para clasificar imágenes de retina, detectando ojos enfermos usando el dataset EyeQ. Aprende a ajustar modelos pre-entrenados para tareas específicas.
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1 Lesons
56 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: MLNet Framework en C# - Transfer Learning para Clasificación de Imágenes

0 rewiews
Integra MLNet con TensorFlow para clasificar imágenes de superficies de cemento mediante transfer learning y la API de ML.NET Image Classification Library.
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1 Lesons
34 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retina Images and Converting to ONNX Format - Part 3

0 rewiews
Personaliza un Vision Transformer con tu dataset de imágenes de retina y conviértelo a formato ONNX para optimizar el rendimiento y la portabilidad.
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1 Lesons
11 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Processamento de Imagens - Laboratório - Aula 07

0 rewiews
Aprenda técnicas avançadas de processamento de imagens, incluindo inicialização de redes, camadas intermediárias e soluções para equações de posição.
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10 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning ViT Classifier for Retinal Images with AKS Inference - Part 4 (Español)

0 rewiews
Personaliza un Vision Transformer con tu dataset de imágenes de retina y crea un punto de inferencia administrado en Azure Machine Learning Studio (AKS).
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1 Lesons
49 minutes
On-Demand
Free-Video
Nvidia

Jetson AI Fundamentals - Training Image Classification Models

0 rewiews
Learn to train image classification models using PyTorch on Jetson Nano, including transfer learning, custom dataset creation, and real-time testing with live camera feeds.
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10 Lesons
33 minutes
On-Demand
Free-Video
Nvidia

Jetson AI Fundamentals - Image Classification Inference

0 rewiews
Learn to implement image classification using Jetson Nano and deep learning. Code a Python program for real-time classification on live camera streams and experiment with the ImageNet model.
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6 Lesons
23 minutes
On-Demand
Free-Video
IEEE

How Robust Is Image Classification Deep Neural Network Watermarking?

0 rewiews
Explore the robustness of watermarking techniques for image classification neural networks, analyzing various schemes and attacks to provide guidelines for effective protection of intellectual property.
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15 Lesons
17 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Mapping the Distribution of Seagrass Meadows from Space with Deep Convolutional Neural Networks

0 rewiews
Utilize deep convolutional neural networks to map seagrass meadow distribution from satellite imagery, advancing marine ecosystem monitoring and conservation efforts.
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1 Lesons
30 minutes
On-Demand
Free-Video
Prodramp

Apply LIME to Explain, Trust, and Validate Your Predictions for Any ML Model

0 rewiews
Learn to implement LIME for explaining ML model predictions, with hands-on exercises using image classification models and custom Python implementations.
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29 Lesons
38 minutes
On-Demand
Free-Video
Roberts Geospatial Engineering

Classify Raster Operation in ProRaster Scientific - Deep Dive Tutorial

0 rewiews
Explore ProRaster Scientific's Classify operation for raster data processing. Learn to classify continuous rasters, reclassify existing data, handle pyramid issues, and perform advanced classifications with practical examples.
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8 Lesons
33 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Getting the Best of Both Worlds - IoT and Edge Using Hierarchical Inference

0 rewiews
Explore hierarchical inference strategies for optimizing IoT and edge computing, focusing on machine fault detection and image classification while balancing accuracy with resource constraints.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Image Classification with Qdrant Vector Semantic Search for Medical Diagnosis

0 rewiews
Learn to build an image-based semantic search engine for skin condition diagnosis using Qdrant, covering embedding generation and vector database implementation.
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1 Lesons
41 minutes
On-Demand
Free-Video
Brian Advent

iOS Swift Tutorial - Automatic Image Classification with Visual Recognition from IBM Watson

0 rewiews
Learn to implement IBM Watson's Visual Recognition in iOS apps for automatic image classification using Swift and the Watson Developer Cloud SDK.
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5 Lesons
21 minutes
On-Demand
Free-Video
Discover AI

PyTorch Vision Transformer - Guide to Fine-Tuning for Object Identification

0 rewiews
Master fine-tuning Vision Transformers (ViT) in PyTorch through hands-on coding, focusing on object identification implementation with practical examples and real-time coding demonstrations in Google Colab.
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1 Lesons
22 minutes
On-Demand
Free-Video
Discover AI

PyTorch Vision Transformer: Applying Pre-trained and Fine-tuned ViT Models for Image Classification

0 rewiews
Master Vision Transformer implementation in PyTorch using pre-trained and fine-tuned ViT models for image classification, with hands-on practice in Google Colab and Huggingface integration.
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1 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

Vision Transformer-Based Transfer Learning for Medical Image Classification 2023

0 rewiews
Explore cutting-edge Vision Transformer technology for medical image classification, focusing on mammogram analysis and early breast cancer detection through advanced deep learning approaches.
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1 Lesons
21 minutes
On-Demand
Free-Video
Steve Brunton

New Advances in Artificial Intelligence and Machine Learning - Lecture 3

0 rewiews
Explore cutting-edge AI and ML advancements, including generative models, reinforcement learning, and computer vision. Gain insights into the capabilities and applications of modern machine learning technologies.
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13 Lesons
28 minutes
On-Demand
Free-Video
GAIA

Unlocking Hearts by Locking Models: Solving Echocardiogram Problems Using a Self-Supervised Approach

0 rewiews
Explore self-supervised learning for echocardiogram analysis, overcoming labeling challenges. Discover how ALAN concept enables feature extraction for segmentation and classification tasks across multiple datasets.
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1 Lesons
20 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Expert-Informed, User-Centric Explanations for Image Classification with Deep Learning

0 rewiews
Explore expert-informed, user-centric explanations for image classification using deep learning. Gain insights into diagnostic feature labeling and its applications in various fields.
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24 Lesons
51 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Learning Visual Representations with Limited Labels for Semantic Image Understanding

0 rewiews
Explore visual representation learning techniques using limited labels, including self-supervised methods, image grouping, model distillation, and adversarial robustness in deep learning.
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10 Lesons
54 minutes
On-Demand
Free-Video
ACM SIGPLAN

Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks

0 rewiews
Explore a neurosymbolic framework for improving CNN interpretability in image classification using logic programming and kernel-grouping techniques.
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1 Lesons
29 minutes
On-Demand
Free-Video
AutoML Seminars

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

0 rewiews
Discover a methodology for efficiently selecting and fine-tuning pretrained models through meta-learning, optimizing model selection and hyperparameter configurations for new datasets.
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1 Lesons
40 minutes
On-Demand
Free-Video
Aladdin Persson

Classifying Skin Cancer - TensorFlow Tutorial

0 rewiews
Build a TensorFlow model to classify skin lesions as benign or malignant. Learn preprocessing, model setup, training, and evaluation using metrics like ROC curves for this important medical application.
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7 Lesons
31 minutes
On-Demand
Free-Video
Aladdin Persson

TensorFlow Tutorial - TensorFlow Datasets

0 rewiews
Learn to use TensorFlow Datasets for loading, preprocessing, and modeling image and text data. Covers MNIST image classification and IMDB sentiment analysis with practical examples and code demonstrations.
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6 Lesons
30 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

VOS - Learning What You Don't Know By Virtual Outlier Synthesis

0 rewiews
Explore virtual outlier synthesis for robust image classification and object detection, enhancing out-of-distribution awareness in AI models through innovative feature space sampling techniques.
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11 Lesons
32 minutes
On-Demand
Free-Video
Yannic Kilcher

ImageNet Classification with Deep Convolutional Neural Networks - Paper Explained

0 rewiews
Detailed explanation of AlexNet, the groundbreaking deep convolutional neural network that revolutionized computer vision and kickstarted the deep learning era in image classification.
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14 Lesons
46 minutes
On-Demand
Free-Video
Venelin Valkov

Transfer Learning for Image Classification with PyTorch & Python Tutorial - Traffic Sign Recognition

0 rewiews
Learn to classify traffic signs using transfer learning with PyTorch. Explore data, build datasets, train a pre-trained ResNet model, evaluate performance, and make predictions on new images.
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8 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a Deep CNN Image Classifier with Any Images

0 rewiews
Learn to build a custom deep CNN image classifier from scratch using Python, TensorFlow, and Keras. Covers data pipeline, preprocessing, network building, training, evaluation, and model saving.
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19 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Nicholas Renotte

Getting Started with Python Deep Learning for Beginners

0 rewiews
Learn to set up Python, Jupyter, and TensorFlow for deep learning. Create environments, configure GPU, and train an image classifier. Perfect for beginners starting their deep learning journey.
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12 Lesons
1 hour 11 minutes
On-Demand
Free-Video
rupert ai

Implementing a Multi-Class CNN Image Classifier in Pytorch - Computer Vision Basics Ep. 3 CIFAR10 CNN

0 rewiews
Learn to build a CNN image classifier using PyTorch and CIFAR10 dataset. Covers data loading, model architecture, training, and validation, with practical coding examples for computer vision enthusiasts.
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6 Lesons
27 minutes
On-Demand
Free-Video
rupert ai

Image Classification with CIFAR 10 - Computer Vision Basics Ep. 1 Loading Data

0 rewiews
Practical guide to image classification using CIFAR10 dataset. Learn to load data, create DataLoaders, transform images, and visualize the dataset in PyTorch for computer vision tasks.
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8 Lesons
20 minutes
On-Demand
Free-Video
Keith Galli

Real-World Python Neural Nets Tutorial - Image Classification with CNN - Tensorflow & Keras

0 rewiews
Learn to build and train a CNN for image classification using TensorFlow and Keras. Covers data preparation, model improvement, hyperparameter tuning, and practical applications in Python.
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15 Lesons
1 hour 1 minute
On-Demand
Free-Video
James Briggs

Vision Transformers Explained + Fine-Tuning in Python

0 rewiews
Explore Vision Transformers (ViT) for image classification, from theory to implementation. Learn about attention mechanisms, patch embeddings, and fine-tuning using Hugging Face in Python.
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19 Lesons
30 minutes
On-Demand
Free-Video
Launchpad

Self-Training With Noisy Student Improves ImageNet Classification

0 rewiews
Explore advanced image classification techniques using self-training and noisy student methods, improving accuracy and robustness in deep learning models.
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10 Lesons
22 minutes
On-Demand
Free-Video
Bolei Zhou

Human-AI Interaction for Computer Vision

0 rewiews
Explore human-AI collaboration in computer vision, covering image classification, content editing, generative AI, and interactive learning for enhanced AI systems and applications.
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18 Lesons
52 minutes
On-Demand
Free-Video
Steve Brunton

Machine Learning - What Is Easy, Medium, and Hard?

0 rewiews
Explore the landscape of machine learning through case studies, examining easy, medium, and hard challenges while considering future possibilities and potential pitfalls.
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13 Lesons
39 minutes
On-Demand
Free-Video
Prodramp

Deep Understanding of MNIST Problem and Its CNN Solution Using CNN Explainer

0 rewiews
Comprehensive tutorial on MNIST problem and CNN solution using CNN Explainer. Covers dataset preparation, model architecture, training, and evaluation. Ideal for beginners in deep learning and neural networks.
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28 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Samuel Chan

TorchVision Quick Start - Building an Image Classifier in 10 Minutes

0 rewiews
Build an image classifier for orangutans and komodo dragons using PyTorch's torchvision library and a pretrained ResNet model. Learn to leverage pre-trained models for quick and effective computer vision tasks.
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1 Lesons
17 minutes
On-Demand
Free-Video
1littlecoder

Zero-Shot Image Classification with OpenAI's CLIP Model

0 rewiews
Explore OpenAI's CLIP model for zero-shot image classification, demonstrating its ability to predict relevant text for images using natural language instructions without task-specific training.
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1 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Scalable AI for Environmental and Social Impact

0 rewiews
Explore Microsoft's AI contributions to Apache Spark and Machine Learning, focusing on environmental and social impact projects like art exploration and endangered species protection.
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20 Lesons
24 minutes
On-Demand
Free-Video
The Royal Institution

The Future of Crime Detection and Prevention

0 rewiews
Expert panel explores AI's role in predicting and preventing crime, discussing technological advancements, ethical concerns, and the future of law enforcement and security.
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15 Lesons
44 minutes
On-Demand
Free-Video
The Royal Institution

Will Computers Ever Think Like Human Beings? - With Vint Cerf

0 rewiews
Explore the challenges of creating human-like artificial intelligence with Internet pioneer Vint Cerf. Delve into neural networks, image classification, and the complexities of replicating human reasoning in computer systems.
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19 Lesons
58 minutes
On-Demand
Free-Video
Abhishek Thakur

Bengali.AI- Handwritten Grapheme Classification Using PyTorch

0 rewiews
Learn to approach Kaggle's Bengali.AI grapheme classification challenge using PyTorch, covering data exploration, framework setup, and dataset creation for multi-label image classification.
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10 Lesons
55 minutes
On-Demand
Free-Video
TheIACR

From Idea to Impact, the Crypto Story - What's Next?

0 rewiews
Explore the intersection of cryptography and machine learning, examining challenges, impacts, and future directions in digital privacy, adversarial learning, and quantum resilience.
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41 Lesons
1 hour 3 minutes
On-Demand
Free-Video
IEEE

CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU

0 rewiews
Explore GPU-accelerated privacy-preserving machine learning techniques for enhanced performance and scalability in image classification and private training.
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13 Lesons
15 minutes
On-Demand
Free-Video
Data Science Dojo

Understanding and Visualizing ResNets That Forever Revolutionized Deep Learning - What Is ResNet

0 rewiews
Explore the revolutionary ResNet architecture, its impact on deep learning, and hands-on image classification. Learn about CNN limitations and how ResNet's skip connections transformed the field.
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8 Lesons
59 minutes
On-Demand
Free-Video
James Briggs

OpenAI's CLIP for Zero Shot Image Classification

0 rewiews
Explore OpenAI's CLIP model for flexible computer vision classification without retraining, enabling generalization to new classes and images beyond initial training data.
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1 Lesons
22 minutes
On-Demand
Free-Video
James Briggs

Bag of Visual Words for Image Classification and Retrieval

0 rewiews
Learn to build image embeddings using the Bag of Visual Words technique for image retrieval, object detection, and classification in computer vision applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Adversarial Examples in Machine Learning - Crafting and Defending Against Attacks

0 rewiews
Explore machine learning vulnerabilities, adversarial examples, and their impact on system security. Learn crafting techniques and defenses through practical tutorials and real-world applications.
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12 Lesons
20 minutes
On-Demand
Free-Video
Yannic Kilcher

Self-Training With Noisy Student Improves ImageNet Classification - Paper Explained

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Explore a novel semi-supervised learning approach for image classification using unlabeled data, improving model performance and robustness through iterative self-training and noise injection techniques.
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10 Lesons
41 minutes
On-Demand
Free-Video
Yannic Kilcher

Learning to Classify Images Without Labels - Paper Explained

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Explore innovative techniques for unsupervised image classification, combining representation learning, clustering, and self-labeling to group visually similar images without predefined labels.
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9 Lesons
46 minutes
On-Demand
Free-Video
Yannic Kilcher

Supervised Contrastive Learning

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Explore a novel supervised learning approach that outperforms cross-entropy loss, improving image classification models' performance and robustness across various architectures and data augmentations.
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1 Lesons
30 minutes
On-Demand
Free-Video
Yannic Kilcher

Weight Standardization

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Explores Weight Standardization technique for neural networks, improving performance in micro-batch training and outperforming other normalization methods when combined with Group Normalization.
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1 Lesons
19 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

From Network Dissection to Policy Dissection - Emergent Concepts in Deep Representations

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Explore emergent concepts in deep neural networks, from image classification to reinforcement learning, revealing inner workings and enabling meaningful human-AI interactions for content creation and robotics control.
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1 Lesons
44 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch

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Explore tensor methods for deep learning, improving performance, speed, and robustness. Learn practical implementation using TensorLy-Torch for video and image classification tasks.
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1 Lesons
31 minutes
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Free-Video
Open Data Science

Production Machine Learning Monitoring- Principles, Patterns and Techniques

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Practical deep dive on production monitoring of machine learning models, covering standard techniques and advanced paradigms like concept drift, outlier detection, and explainability, with hands-on examples and architectural patterns.
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24 Lesons
38 minutes
On-Demand
Free-Video
Eran Feit

Transfer Learning Using Keras

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Learn to classify car brands using transfer learning with Keras and ResNet50. Hands-on tutorial covers dataset preparation, model configuration, training, and prediction visualization.
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6 Lesons
25 minutes
On-Demand
Free-Video
Eran Feit

Transfer Learn in Weather Images

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Learn to classify weather images using transfer learning with Python, TensorFlow, and VGG19. Covers dataset preparation, model implementation, and image prediction.
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5 Lesons
38 minutes
On-Demand
Free-Video
Eran Feit

Cancer Detection in Brain Using Deep Learning

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Learn to detect brain tumors using deep learning, CNN, and TensorFlow. Build, train, and test a model for classifying brain images with hands-on coding and practical implementation.
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5 Lesons
40 minutes
On-Demand
Free-Video