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Haoyang Fang's Projects

autogluon icon autogluon

AutoGluon: AutoML for Image, Text, and Tabular Data

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

cocosplit icon cocosplit

Simple tool to split COCO annotations into train/test datasets.

controlaug icon controlaug

Official Implementation of WACV 2024 paper "Data Augmentation for Object Detection via Controllable Diffusion Models"

glip icon glip

Grounded Language-Image Pre-training

groundingdino icon groundingdino

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

meta-detr icon meta-detr

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

roboflow-100-benchmark icon roboflow-100-benchmark

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

t-few icon t-few

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

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