image classification
5 episodes mention this concept
lexfridmanFeb 26, 2019Deep Learning, Safety, and the Industrialization of Autonomous Mobility
TechnologyDeep learningAutonomous driving/vehicles (AVs)Machine learningPerception system- lexfridmanSep 27, 2016
The Evolution, Architecture, and Impact of Convolutional Neural Networks in Computer Vision
TechnologyDeep LearningComputer VisionNeural NetworksConvolutional Neural Networks (CNNs) - lexfridman
MIT 6.S094: Deep Learning Architectures and Semantic Segmentation in Computer Vision
TechnologyComputer VisionDeep LearningNeural NetworksSupervised Learning - lexfridman
Convolutional Neural Networks for End-to-End Learning of the Driving Task: Computer Vision, Image Classification, and Self-Driving Car Automation
TechnologyConvolutional Neural NetworksComputer VisionImage ClassificationSelf-Driving Cars - lexfridman
The Business and Philosophy of Machine Learning: Promise, Limitations, and the Quest for General Intelligence
TechnologyMachine LearningArtificial Intelligence (AI)Deep LearningSupervised Learning
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Related concepts
Concepts that appear alongside image classification across episodes.
- neural networks
- supervised learning
- deep learning
- object detection
- computer vision
- machine learning
- convolutional neural networks (cnns)
- parameter sharing
- image segmentation
- backpropagation
- benchmark data
- inference speed
- nonlinearities
- semi-supervised learning
- compute power
- data-driven approaches
- activation function
- spatial invariance
- interpretability (of ai)
- natural language processing (nlp)