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Clip-count: Towards text-guided zero-shot object counting
Recent advances in visual-language models have shown remarkable zero-shot text-image
matching ability that is transferable to downstream tasks such as object detection and …
matching ability that is transferable to downstream tasks such as object detection and …
Towards zero-shot object counting via deep spatial prior cross-modality fusion
Existing counting models predominantly operate on a specific category of objects, such as
crowds and vehicles. The recent emergence of multi-modal foundational models, eg …
crowds and vehicles. The recent emergence of multi-modal foundational models, eg …
Class-agnostic object counting with text-to-image diffusion model
Class-agnostic object counting aims to count objects of arbitrary classes with limited
information (eg., a few exemplars or the class names) provided. It requires the model to …
information (eg., a few exemplars or the class names) provided. It requires the model to …
[HTML][HTML] ChatGPT and general-purpose AI count fruits in pictures surprisingly well without programming or training
General-purpose artificial intelligence (AI) can facilitate agricultural digitalization as many
tools do not require coding. Yet, it remains unclear how well the emerging general-purpose …
tools do not require coding. Yet, it remains unclear how well the emerging general-purpose …
Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space
J He, B Liu, F Cao, J Xu, Y ** and hive management …
Enhancing zero-shot counting via language-guided exemplar learning
Recently, Class-Agnostic Counting (CAC) problem has garnered increasing attention owing
to its intriguing generality and superior efficiency compared to Category-Specific Counting …
to its intriguing generality and superior efficiency compared to Category-Specific Counting …
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches
Object counting has recently shifted towards class-agnostic counting (CAC), which
addresses the challenge of counting objects across arbitrary categories, tackling a critical …
addresses the challenge of counting objects across arbitrary categories, tackling a critical …