AI terms starting with O.

Object Detection

वस्तु पत्ता लगाउने

Locating and labeling multiple objects within an image, usually with bounding boxes.

Observability

अवलोकनीयता

The ability to understand a system's internal state from its outputs and logs.

One-Hot Encoding

वन-हट इन्कोडिङ

Representing categories as binary columns so models can process non-numeric data.

Online Learning

अनलाइन सिकाइ

Training a model continuously as new data arrives, one piece at a time.

ONNX

ओएनएनएक्स

An open format for sharing trained models across different AI frameworks.

Ontology

अन्टोलोजी

A formal description of concepts and their relationships within a domain.

Open Source

खुला स्रोत

Software whose code is publicly available for anyone to use, study, and modify.

Open Weights

खुला वजन

Releasing a model's learned parameters publicly so others can run and adapt it.

Optical Character Recognition (OCR)

अक्षर पहिचान (ओसीआर)

Converting images of printed or handwritten text into machine-readable text.

Optical Flow

अप्टिकल फ्लो

Estimating the motion of objects between consecutive video frames.

Optimization

अनुकूलन

Finding the best solution among many options according to some objective.

Optimizer

अप्टिमाइजर

An algorithm like Adam that updates model weights to minimize the loss.

Orchestration

अर्केस्ट्रेसन / समन्वयन

Coordinating multiple models, tools, or steps to work together in a workflow.

Outlier

आउटलायर / असामान्य मान

A data point that differs greatly from the rest and may skew results.

Output Layer

आउटपुट तह

The final layer of a network that produces the prediction or result.

Overfitting

ओभरफिटिङ / अति-अनुकूलन

When a model learns the training data too closely, including noise, and fails on new data.

Oversampling

ओभरस्याम्पलिङ

Adding more copies of rare-class examples to balance a dataset.