Popular GitHub Repositories for Cub200

PyTorch Implementation for Deep Metric Learning Pipelines

Comparison of famous convolutional neural network models

We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

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

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

A performant high-throughput CPU-based API for Meta's No Language Left Behind (NLLB) using CTranslate2, hosted on Hugging Face Spaces.

[ECCV2024] PartCraft: Crafting Creative Objects by Parts

This project use the Meta NLLB-200 translation model through the Hugging Face transformers library.

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

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

TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

nllb-200 distilled 350M for English to Korean translation

Crash course on LangChain for LLM Application Developement by DeepLearningAI

Gradio AI Transformer Translator used meta/nllb-200-distilled-600M

nlingua2 – Command-line tool for transcribing and translating .srt subtitles using offline AI models (OpenAI Whisper + Meta NLLB).

A fully local implementation of NLLB 200, built while following the documentation of transformers.js