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GitHub

PASCAL VOC Object Classification

Specifically for the classification task, the goal is, for each of the classes predict the presence/ absence of at least one object of that class in a test image. We will use Pascal VOC 2012 dataset ...
GitHub

teslontechnologies/json-to-json-transformer

json-to-json-transformer is a simple, yet powerful way of transforming JSON from one format to another. The use case for which it's designed is where you're doing repetitive processing that involves ...
IEEE

Learning to Count from Pseudo-Labeled Segmentation

Abstract: Class-agnostic counting (CAC) has numerous potential applications across various domains. The goal is to count objects of an arbitrary category during testing, based on only a few annotated ...
IEEE

Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation

Abstract: Visual counting is a fundamental yet challenging task, especially when users need to count objects of a specific type in complex scenes. While recent models, including class-agnostic ...