Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)
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Dec 10, 2024 - Python
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tresnet
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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
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Oct 30, 2024 - Python
Implementation of EfficientNet, MixNet, and TResNet families for COVID-19 Computed Tomography Scans Identification. This implements to our paper "Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning" published on ASOC
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Nov 29, 2022 - Jupyter Notebook
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
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Oct 1, 2022 - Python
Official Pytorch Implementation of: "Improving Loss Function for Deep CNN-based Automatic Image Annotation"
image-annotation pytorch convoloutional-neural-networks tresnet asymmetric-loss matthews-correlation-coefficient iapr-tc-12 esp-game t-resnet corel5k
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Sep 14, 2023 - Python
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