test-time-augmentation

There are 1 repository under test-time-augmentation topic.

pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1487
qubvel / ttach
Image Test Time Augmentation with PyTorch!
augmentation deep-learning test-time-augmentation tta tta-wrapper pytorch computer-vision classification segmentation keypoint-detection
Language:Python 947
tim-learn / awesome-test-time-adaptation
Collection of awesome test-time (domain/batch/instance) adaptation methods
continual-test-time-adaptation distribution-shift domain-adaptation domain-generalization source-free-domain-adaptation test-time-adaptation test-time-augmentation test-time-training transfer-learning
521
juglab / EmbedSeg
Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images
instance-segmentation test-time-augmentation deep-learning spatial-embeddings
Language:Python 110
SamsungLabs / gps-augment
Simple but high-performing method for learning a policy of test-time augmentation
uncertainty data-augmentation test-time-augmentation ensembles deep-ensemble pytorch out-of-domain domain-shift imagenet-c robustness deep-learning uai2020
Language:Jupyter Notebook 38
5m0k3 / gwd-yolov5-pytorch
My modified version of YoloV5 training, cross-validation and inference with Pseudo Labelling pytorch pipelines used in GWD Kaggle Competition
object-detection pseudo-labelling kaggle test-time-augmentation pytorch-implementation yolo yolov5 agriculture-research
Language:Jupyter Notebook 20
sahilg06 / Global-Wheat-Detection-AIcrowd
Wheat detection using Faster RCNN
object-detection pytorch global-wheat-detection faster-rcnn faster-rcnn-resnet non-maximum-suppression wbf test-time-augmentation tta computer-vision wheat-detection wheat-head-detection
Language:Jupyter Notebook 14
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.
computer-vision deep-learning multiclass-segmentation cookiecutter-template deeplearning image-processing lightning multimodal multimodal-deep-learning pytorch pytorch-lightning sentinel-2 timm tta wandb test-time-augmentation
Language:Jupyter Notebook 8
5m0k3 / gwd-efficientdet-pytorch
My modified version of EfficientDet training, cross-validation and inference with Pseudo Labelling pytorch pipelines used in GWD Kaggle Competition
object-detection pseudo-labelling kaggle pytorch-implementation efficientdet test-time-augmentation agriculture-research
Language:Jupyter Notebook 4
Bees-vs-Wasps
alexey-ny / Bees-vs-Wasps
Image recognition used to distinguish between bees and wasps in photographs
computer-vision image-recognition image-classification efficientnet multiclass-classification tensorflow test-time-augmentation
Language:Jupyter Notebook 2
lartpang / tta.pytorch
Test-Time Augmentation library for Pytorch
deeplearning machine-learning pytorch pytorch-implementation test-time-augmentation tta
Language:Python 2
nitinh / Object-Detection-YOLO5-EfficientDet
Object Detection and Bounding Box Prediction using YOLO5 and EfficientDet , Image Augmentations and Test Time Augmentations
yolo5 efficientdet object-detection bounding-boxes image-augmentation-preprocessing test-time-augmentation
Language:Jupyter Notebook 2
fuzailpalnak / ttAugment
Test Time Augmentation for Deep Learning Inference
augmentation computer-vision deep-learning inference segmentation segmentation-models test-time-augmentation tta
Language:Python 1
pranavmyname / tensorflow_tta
Test time augmentation with Tensorflow keras models for segmentation tasks. This package also enables creation of keras layers for GPU acceleration
augmentation machine-learning python segmentation segmentation-masks tensorflow test-time-augmentation tta tensorflow-test-time-agmentation gpu-acceleration keras keras-tensorflow
Language:Python 1
cloudy4next / Test-Time-Augmentation
Test-Time-Augmentation is a very efficient way to improve the results of any model at testing time.
data-generator keras test-time-augmentation
Language:Jupyter Notebook 0