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Datasets/Places

Places

ImagesCC BYIntroduced 2018-01-01

The Places dataset is proposed for scene recognition and contains more than 2.5 million images covering more than 205 scene categories with more than 5,000 images per category.

Source: Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Image Source: http://places.csail.mit.edu/browser.html

Benchmarks

Cross-Domain Few-Shot/5 shot Few-Shot Learning/5 shot Meta-Learning/5 shot

Related Benchmarks

Places-LT/Few-Shot Image Classification/Top 1 Accuracy Places-LT/Few-Shot Image Classification/Top-1 Accuracy Places-LT/Generalized Few-Shot Classification/Top 1 Accuracy Places-LT/Generalized Few-Shot Classification/Top-1 Accuracy Places-LT/Generalized Few-Shot Learning/Top 1 Accuracy Places-LT/Generalized Few-Shot Learning/Top-1 Accuracy Places-LT/Image Classification/Top 1 Accuracy Places-LT/Image Classification/Top-1 Accuracy Places-LT/Long-tail Learning/Top 1 Accuracy Places-LT/Long-tail Learning/Top-1 Accuracy Places2/Image Generation/FID Places2/Image Generation/LPIPS Places2/Image Generation/P-IDS Places2/Image Generation/U-IDS Places2/Image Inpainting/FID Places2/Image Inpainting/LPIPS Places2/Image Inpainting/P-IDS Places2/Image Inpainting/U-IDS Places2 val/Image Generation/FID Places2 val/Image Generation/PD Places2 val/Image Inpainting/FID Places2 val/Image Inpainting/PD Places2 val/Uncropping/FID Places2 val/Uncropping/Fool rate Places2 val/Uncropping/PD Places205/Image Classification/Top 1 Accuracy Places365/2D Semantic Segmentation/Top 1 Accuracy Places365/2D Semantic Segmentation/Top 5 Accuracy Places365/3D Character Animation From A Single Photo/Top 1 Accuracy Places365/3D Character Animation From A Single Photo/Top 5 Accuracy Places365/Animation/Top 1 Accuracy Places365/Animation/Top 5 Accuracy Places365/Image Classification/Top 1 Accuracy Places365/Image Generation/L1 error Places365/Image Inpainting/L1 error Places365/Scene Parsing/Top 1 Accuracy Places365/Scene Parsing/Top 5 Accuracy Places365-Standard/Image Classification/Top 1 Accuracy Places365-Standard/Image Outpainting/Adversarial Places365-Standard/Image Outpainting/L1 Places365-Standard/Image Outpainting/MSE Places365-Standard/Scene Classification/Top 1 Error Places365-Standard/Scene Classification/Top 5 Error Places50/Image Generation/LPIPS Places50/Image Generation/SIFID

Statistics

Papers: 1,151
Benchmarks: 3

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Tasks

Cross-Domain Few-Shot Few-Shot Learning Image Inpainting Meta-Learning Uncropping