cub-200-2011 topic

List cub-200-2011 repositories

DFL-CNN

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This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

MMAL-Net

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This is a PyTorch implementation of the paper "Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization (MMAL-Net)" (Fan Zhang, Meng Li, Guisheng Zhai, Yizhao Liu).

tf_retrieval_baseline

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A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

caltech_birds

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A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

3D-Magic-Mirror

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:dress:3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective:dress: Single-View 3D Reconstruction

poodle

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Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)

Bird-by-Bird-AI-Tutorials

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Collection of Python tutorials on computer vision accompanying the “Bird by Bird Tech” series of articles.

siamesenetworks-pytorch

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An implementation of Contrastive Loss in PyTorch using Siamese Networks