What is Embedding? Definition | AI Understanding

Incazelo

Isethulo sevekhtha yezinombolo esithwebula incazelo ye-semantic yombhalo, izithombe, noma enye idatha.

Imigomo ehlobene

Ukushumeka Amagama

Ukumelwa kwevekhtha eminyene yamagama athwebula ubudlelwano be-semantic.

Imodeli yokushumeka

Imodeli ekhethekile yokuguqula idatha ibe ama-vector asetshenziselwa ukusesha kwe-semantic, ukuhlanganisa, nokubuyiswa.

Isakhiwo semodeli ye-multimodal efunda izethulo ezabiwe phakathi kombhalo nezithombe.

I-Computer Vision

Igatsha le-AI elikhipha incazelo ezithombeni nakuvidiyo.

I-Convolutional Neural Network (CNN)

I-neural architecture ethuthukiselwe ukucubungula idatha efana negridi njengezithombe.

Imodeli Yokusabalalisa

Isakhiwo esikhiqizayo esifunda ukuhlehlisa umsindo ukuze sihlanganise izithombe, umsindo, noma okunye okuqukethwe.

Funda kabanzi kumhlahlandlela wethu wamahhala

Audio Embeddings and Representation Learning Sentence-BERT Embeddings X-Vector Speaker Embeddings HyDE Hypothetical Document Embeddings

Bhekafuthi

Domain Adaptation Encoder Distillation Ensemble Evaluation Set Deep Learning Explainability Decision Tree

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala