corel-5k

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parham1998 / Enhancing-High-Vocabulary-IA-with-a-Novel-Attention-Based-Pooling

Official Pytorch Implementation of: "Enhancing High-Vocabulary Image Annotation with a Novel Attention-Based Pooling"

image-annotation transformers pytorch convolutional-neural-networks tresnet transformer-decoder asymmetric-loss corel-5k iapr-tc-12 esp-game high-vocabulary-image-annotation vg-500

Updated Oct 30, 2024
Python

parham1998 / CNN_Image_Annotaion

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Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library

deep-neural-networks image-annotation pytorch convolutional-neural-networks resnext multilabel-classification focal-loss resnet101 pairwise-ranking binary-crossentropy tresnet xception-net asymmetric-loss corel-5k matthews-correlation-coefficient

Updated Oct 1, 2022
Python

parham1998 / GCN_Image_Annotation

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Implementation of Graph Convolutional Network to Annotate Corel-5k images with PyTorch library

pytorch convolutional-neural-networks multi-label-classification graph-convolutional-networks gcn adjacency-matrix automatic-image-annotation corel-5k

Updated Oct 1, 2022
Python

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