Panoptic Segmentation

Semantic Segmentation

अर्थपूर्ण खण्डीकरण

Labeling every pixel in an image with the class of object it belongs to.

Instance Segmentation

इन्स्ट्यान्स खण्डीकरण

Detecting each individual object and outlining its exact shape separately.

Image Segmentation

तस्बिर खण्डीकरण

Dividing an image into regions and labeling each pixel by what it belongs to.

Object Detection

वस्तु पत्ता लगाउने

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

3D Reconstruction

थ्रीडी पुनर्निर्माण

Building a three-dimensional model of an object or scene from images.

BERT

बर्ट (BERT)

An influential transformer model that reads text in both directions to understand context.

Bounding Box

बाउन्डिङ बक्स / सीमा बक्स

A rectangle drawn around a detected object to mark its location in an image.

Class Imbalance

वर्ग असन्तुलन

When some categories have far more examples than others, biasing a model.