test-time-augmentation 开源项目推荐（36 个）

BloodAxe /pytorch-toolbelt

PyTorch扩展用于快速研发原型和Kaggle农业

tim-learn /awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

qubvel /ttach

Image Test Time Augmentation with PyTorch!

juglab /EmbedSeg

Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images

lartpang /tta.pytorch

Test-Time Augmentation library for Pytorch

monurcan /efficient_test_time_scaling

Efficient Test-Time Scaling for Small Vision-Language Models, official implementation of the ICLR'26 paper, test-time scaling via test-time augmentation

5m0k3 /gwd-yolov5-pytorch

My modified version of YoloV5 training, cross-validation and inference with Pseudo Labelling pytorch pipelines used in GWD Kaggle Competition

sahilg06 /Global-Wheat-Detection-AIcrowd

Wheat detection using Faster RCNN

association-rosia /flair-2

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

priyanshujiiii /awesome-TTA

A curated collection of Test-Time Adaptation (TTA) papers, methods, and resources, updated monthly with the latest research.

geon0325 /EDGE

Source code for the CIKM 2024 paper "Post-Training Embedding Enhancement for Long-Tail Recommendation."

5m0k3 /gwd-efficientdet-pytorch

My modified version of EfficientDet training, cross-validation and inference with Pseudo Labelling pytorch pipelines used in GWD Kaggle Competition

cankecilioglu /Handwritten-Character-Recognition-Ultimate

End-to-end HCR R&D: from HOG+XGBoost baseline to CNN hyperparameter optimization and Ensemble+TTA, achieving 93.16% accuracy with rigorous error analysis.

BY571 /ARC-TTT

ARC-Test-Time-Training (ARC-TTT)

nitinh /Object-Detection-YOLO5-EfficientDet

Object Detection and Bounding Box Prediction using YOLO5 and EfficientDet , Image Augmentations and Test Time Augmentations

alexey-ny /Bees-vs-Wasps

Image recognition used to distinguish between bees and wasps in photographs

Sh-31 /Relational-Group-Activity-Recognition

A modern implementation of ECCV 2018 paper: "Hierarchical Relational Networks for Group Activity Recognition and Retrieval".

fx517 /robust-cls-noisy-label-multiscale

AIC-2026 Track 4 solution: CLIP ViT-B/32 + LoRA with ELR/DSPT/DeFT robust losses, GMM sample selection and MultiScaleTTA on noisy fine-grained labels.

pranavmyname /tensorflow_tta

Test time augmentation with Tensorflow keras models for segmentation tasks. This package also enables creation of keras layers for GPU acceleration

navaneet625 /ModernLPR_system

High-performance LPR system optimized for Indian license plates, achieving 97% character accuracy. Features a hybrid pipeline using YOLOv11 and Mamba-SSM (State Space Models) with built-in regex correction and Beam Search decoding.