官方範例: https://github.com/albumentations-team/albumentations_examples/blob/master/notebooks/pytorch_semantic_segmentation.ipynb Albumentations介紹 Albumentations 是一個流行的計算機視覺數據增強庫,專門設計用於圖像分類、目標檢測、分割等任務。它提供了豐富的圖像增強技術,可以幫助您在訓練深度學習模型時提升模型的...
U2 Net popularly known as U2 Net is a simple yet powerful deep learning based semantic segmentation model that revolutionizes background removal in image segmentation Its effective and straightforward approach Read More Background Estimation Hardik Kamboj October 15, 2024 DETR: Overview and Inference ...
Introduction In recent years, Vision Transformers (ViTs) have achieved remarkable success in various computer vision tasks, such as image classification, object detection, and semantic segmentation. These models, based on the transformer architecture originally proposed for natural language processing, have ...
copying detectron2/model_zoo/configs/LVISv1-InstanceSegmentation/mask_rcnn_X_101_32x8d_FPN_1x.yaml -> build/lib.linux-x86_64-3.6/detectron2/model_zoo/configs/LVISv1-InstanceSegmentation copying detectron2/model_zoo/configs/LVISv1-InstanceSegmentation/mask_rcnn_R_50_FPN_1x.yaml -> build/...
https://github.com/ayooshkathuria/YOLO_v3_tutorial_from_scratch 不支持训练(1k star) https://github.com/TencentYoutuResearch/ObjectDetectionOneStageDet/tree/master/yolo 支持训练(976 star) https://github.com/ultralytics/yolov3 支持训练(971 star) 这版都有APP版本了 ...
1200+ pytorch-semantic-segmentation: 语义分割。 1000- RoIAlign.pytorch: PyTorch版本的RoIAlign。其实现基于crop_and_resize,支持CPU和GPU上的前向和后向。 1000- pytorch-cnn-finetune:用PyTorch微调预训练卷积神经网络。 1000- detectorch: Detectorch - PyTorch版detectron框架,目前仅有detectron的推断(inference...
1200+ pytorch-semantic-segmentation: 语义分割。 1000- RoIAlign.pytorch: PyTorch版本的RoIAlign。其实现基于crop_and_resize,支持CPU和GPU上的前向和后向。 1000- pytorch-cnn-finetune:用PyTorch微调预训练卷积神经网络。 1000- detectorch: Detectorch - PyTorch版detectron框架,目前仅有detectron的推断(inference...
facenet-pytorch: Pretrained Pytorch face detection and recognition models ported from davidsandberg/facenet. detectron2: Detectron2 is FAIR's next-generation research platform for object detection and segmentation. vedaseg: A semantic segmentation framework by pyotrch ...
1500+ pytorch-semantic-segmentation: 语义分割。 1000- RoIAlign.pytorch: PyTorch版本的RoIAlign。其实现基于crop_and_resize,支持CPU和GPU上的前向和后向。 1000- pytorch-cnn-finetune:用PyTorch微调预训练卷积神经网络。 1000- detectorch: Detectorch - PyTorch版detectron框架,目前仅有detectron的推断(inference...
1200+ pytorch-semantic-segmentation: 语义分割。 1000- RoIAlign.pytorch: PyTorch版本的RoIAlign。其实现基于crop_and_resize,支持CPU和GPU上的前向和后向。 1000- pytorch-cnn-finetune:用PyTorch微调预训练卷积神经网络。 1000- detectorch: Detectorch - PyTorch版detectron框架,目前仅有detectron的推断(inference...