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Label

Label

An additional value that can be attached to a data point / feature vector
Can be used to categorize data points
Machine Learning can be used to attach labels to data

October 22, 2023

Tags

Deep learning

Table Of Contents

Mentioned In

Unsupervised Learning
A category in Machine Learning Works on a dataset that has no Labels Find properties of …
Virtual Multi-view Fusion for 3D Semantic Segmentation
@inproceedings{kundu2020virtual, title={Virtual multi-view fusion for 3d semantic …
Supervised Learning
A category in Machine Learning Working with a dataset that is Labeled Trying to find …
Regression vs Classification
Regression predict a continuous output value Classification predict a discrete value (like …
PointNet
3D Shape Classification 3D Shape Segmentation Semantic Segmentation Works on Point Cloud …
Neural Network
Basically a cascading of multiple Logistic Regressions . It is non linear score function. …
Nearest Neighbor Classifier
used in Computer Vision Have labeled “training” data (Supervised Learning ) …
Machine Learning
Machine learning is prerequisite for Deep Learning It is split into Supervised Learning …
Loss Function
used in Machine Learning Also known as Energy Function Used to evaluate a model based on …
Linear Regression
Is a linear model used in Machine Learning belongs to Supervised Learning . Sometimes also …
Learning accross different 3D representations
High res voxel grids are impractical in terms of memory or compute OctNet Use Octree as …
Image Classification
One of the most popular tasks in Computer Vision Goal: assigning labels to images Started …
Gradient Descent (for Neural Networks)
Goal # minimize w.r.t. where: is the Loss Function are the ground truth Labels is the …
End to End Training
Applies when two or more Neural Networks should be used in conjunction: Example: Net1: …
Conditional Random Fields (for labeling)
Doesn’t use Neural Networks but is a Supervised Learning method. Probabilistic …
Autoencoder
A Convolutional Neural Network consisting of encoder and decoder. It tries to output the …
Active Part Segmentation
Annotations for large datasets is expensive Human “corrects”/varifies the …
3D Shape Segmentation
Overview # Goal: Assign label to every Point / Face of the 3d shape. PointNet can also be …
Latex music tab notation
musixtex # 1 1 \begin{music} \instrumentnumber{1} \nobarnumbers \TAB1 \setlines1{6} …
Latex Image Comparisons
one line # As can be seen in 1 1 1 vertical flip # 1 1 horiz iterations # 1 1 References …
Test 2
1 alöskdjal aslkdja 1 alskdjas