A-Z of Machine Learning and Computer Vision Terms

  • This is some text inside of a div block.
  • This is some text inside of a div block.
  • This is some text inside of a div block.
  • This is some text inside of a div block.
  • This is some text inside of a div block.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
A
A
AI Agent
AI Agent
AI Assistants
AI Assistants
AI Assisted Labeling
AI Assisted Labeling
Active Learning
Active Learning
Algorithm
Algorithm
Anchor Boxes
Anchor Boxes
Anomaly Detection
Anomaly Detection
Artificial Intelligence (AI)
Artificial Intelligence (AI)
Attribute
Attribute
B
B
Backpropagation
Backpropagation
Bagging
Bagging
Batch
Batch
Batch Normalization
Batch Normalization
Bayesian Network
Bayesian Network
Bias
Bias
Big Data
Big Data
Binary Classification
Binary Classification
Blur
Blur
Boosting
Boosting
Bounding Box
Bounding Box
C
C
COCO
COCO
Calibration
Calibration
Calibration Curve
Calibration Curve
Canonical Correlation Analysis (CCA)
Canonical Correlation Analysis (CCA)
Case-Based Reasoning
Case-Based Reasoning
Chain of Thought (CoT)
Chain of Thought (CoT)
ChatGPT
ChatGPT
Chi-Squared Automatic Interaction Detection (CHAID)
Chi-Squared Automatic Interaction Detection (CHAID)
Class Boundary
Class Boundary
Class Boundary (Statistics & Machine Learning)
Class Boundary (Statistics & Machine Learning)
Class Imbalance
Class Imbalance
Clustering
Clustering
Collaborative Filtering
Collaborative Filtering
Computer Vision
Computer Vision
Computer Vision Model
Computer Vision Model
Concept Drift
Concept Drift
Conditional Random Field (CRF)
Conditional Random Field (CRF)
Confusion Matrix
Confusion Matrix
Constrained Clustering
Constrained Clustering
Contrastive Learning
Contrastive Learning
Convolutional Neural Network (CNN)
Convolutional Neural Network (CNN)
Convolutional Neural Networks (CNNs)
Convolutional Neural Networks (CNNs)
Cross-Validation
Cross-Validation
D
D
DICOM
DICOM
Data Approximation
Data Approximation
Data Augmentation
Data Augmentation
Data Drift
Data Drift
Data Error
Data Error
Data Mining
Data Mining
Data Operations
Data Operations
Data Pre-processing
Data Pre-processing
Data Quality
Data Quality
Dataset
Dataset
Decision Boundary
Decision Boundary
Decision List
Decision List
Decision Stump
Decision Stump
Decision Tree
Decision Tree
Deep Learning
Deep Learning
Deep Neural Networks
Deep Neural Networks
Dimensionality Reduction
Dimensionality Reduction
Dropout
Dropout
Dynamic and Event-Based Classifications
Dynamic and Event-Based Classifications
E
E
Edge Cases
Edge Cases
Edge Computing
Edge Computing
Edge Detection
Edge Detection
Elastic Net
Elastic Net
Embedding Spaces
Embedding Spaces
Ensemble Learning
Ensemble Learning
Epoch
Epoch
Expectation-Maximization Algorithm (EM)
Expectation-Maximization Algorithm (EM)
Extreme Learning Machine
Extreme Learning Machine
F
F
F1 Score
F1 Score
FP-Growth Algorithm
FP-Growth Algorithm
Factor Analysis
Factor Analysis
False Positive Rate
False Positive Rate
Feature
Feature
Feature Engineering
Feature Engineering
Feature Extraction
Feature Extraction
Feature Hashing
Feature Hashing
Feature Learning
Feature Learning
Feature Scaling
Feature Scaling
Feature Selection
Feature Selection
Feature Vector
Feature Vector
Few-shot Learning
Few-shot Learning
Fisher’s Linear Discriminant
Fisher’s Linear Discriminant
Foundation Models
Foundation Models
Frame Rate
Frame Rate
Frames Per Second (FPS)
Frames Per Second (FPS)
Fully Connected Layer
Fully Connected Layer
Fuzzy Logic
Fuzzy Logic
G
G
Generative Adversarial Network (GAN)
Generative Adversarial Network (GAN)
Generative Adversarial Networks
Generative Adversarial Networks
Generative Pre-Trained Transformer
Generative Pre-Trained Transformer
C

ChatGPT

ChatGPT is a generative artificial intelligence chatbot developed by OpenAI, built on advanced large language model technology​.It was first released in November 2022 and is based on the GPT (Generative Pre-trained Transformer) architecture, specifically fine-tuned for conversational dialogue. ChatGPT is capable of understanding user prompts and producing detailed, contextually appropriate responses in natural language. Under the hood, it leverages a transformer-based neural network with billions of parameters that has been pre-trained on vast amounts of text data and subsequently fine-tuned with human feedback to improve its ability to follow instructions and have interactive conversations​Technically, ChatGPT was trained through a combination of supervised learning and reinforcement learning from human feedback (RLHF)​.In the RLHF stage, human evaluators provided comparisons of model outputs in conversation, which were used to train a reward model; this reward model then guided a policy optimization (using methods like proximal policy optimization) to make the chatbot’s answers more helpful, correct, and aligned with user intentions. As a result, ChatGPT can answer follow-up questions, admit mistakes, challenge incorrect premises, and refuse inappropriate requests in a dialogue, making it significantly more dynamic and safe for interactive use than earlier GPT models. It has been deployed in various applications, from customer support assistants to coding helpers, and its introduction has been credited with accelerating public interest in AI due to its surprisingly human-like fluency​.It’s important to note that while ChatGPT can generate coherent and contextually relevant responses, it doesn’t have true understanding or access to real-time information (unless augmented with external tools), and it may sometimes produce incorrect or nonsensical answers (often termed “hallucinations”). OpenAI continues to refine the model, and as of 2023 ChatGPT’s underlying model has seen upgrades (e.g., GPT-4) that further improve its capabilities.

Explore Our Products

Lightly One

Data Selection & Data Viewer

Get data insights and find the perfect selection strategy

Learn More

Lightly Train

Self-Supervised Pretraining

Leverage self-supervised learning to pretrain models

Learn More

Lightly Edge

Smart Data Capturing on Device

Find only the most valuable data directly on devide

Learn More

Ready to Get Started?

Experience the power of automated data curation with Lightly

Learn More