This repository contains details and downloads links of teddy bear images scraped from google photos searching various keywords related to a teddy bear.

After little cleaning on scraped images, the dataset comprises of 6112 images of a teddy bear at various resolutions in various format(png, jpg and jpeg).

• Collage made from randomly picked images from dataset. Size of image in collage doesn't represent actual image size.

• After removing the background, images are greedily packed into a canvas.

• Used custom Yolo model to detect faces from raw images and then resized into 256x256 pixels. Teddy bear face dataset comprises of 4992 images of faces in png format.
• Manually labelled faces from 456 teddy bear images. Images and bounding boxes of the face are available in Yolo format.
• Upscaled face images into 1024x1024 pixels using ESRGAN and 637 images were sampled based on PSNR value. Above collage contains randomly pick upscaled face images.

• For faces detection, used Darknet framework for training of yolo model
• For image upscaling, used BasicSR's ESRGAN pretrained model
• For background removal, used U-2-Net pretrained model
• For greedy image packing, Mosaic

• I do not own any of this images. If copy-right of any of images belong to you, please contact me for removal.