Datasets:
File size: 2,652 Bytes
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---
license: mit
dataset_info:
features:
- name: lensless
dtype: image
- name: lensed
dtype: image
- name: 5_o_Clock_Shadow
dtype: bool
- name: Arched_Eyebrows
dtype: bool
- name: Attractive
dtype: bool
- name: Bags_Under_Eyes
dtype: bool
- name: Bald
dtype: bool
- name: Bangs
dtype: bool
- name: Big_Lips
dtype: bool
- name: Big_Nose
dtype: bool
- name: Black_Hair
dtype: bool
- name: Blond_Hair
dtype: bool
- name: Blurry
dtype: bool
- name: Brown_Hair
dtype: bool
- name: Bushy_Eyebrows
dtype: bool
- name: Chubby
dtype: bool
- name: Double_Chin
dtype: bool
- name: Eyeglasses
dtype: bool
- name: Goatee
dtype: bool
- name: Gray_Hair
dtype: bool
- name: Heavy_Makeup
dtype: bool
- name: High_Cheekbones
dtype: bool
- name: Male
dtype: bool
- name: Mouth_Slightly_Open
dtype: bool
- name: Mustache
dtype: bool
- name: Narrow_Eyes
dtype: bool
- name: No_Beard
dtype: bool
- name: Oval_Face
dtype: bool
- name: Pale_Skin
dtype: bool
- name: Pointy_Nose
dtype: bool
- name: Receding_Hairline
dtype: bool
- name: Rosy_Cheeks
dtype: bool
- name: Sideburns
dtype: bool
- name: Smiling
dtype: bool
- name: Straight_Hair
dtype: bool
- name: Wavy_Hair
dtype: bool
- name: Wearing_Earrings
dtype: bool
- name: Wearing_Hat
dtype: bool
- name: Wearing_Lipstick
dtype: bool
- name: Wearing_Necklace
dtype: bool
- name: Wearing_Necktie
dtype: bool
- name: Young
dtype: bool
splits:
- name: train
num_bytes: 11236670416.5
num_examples: 8500
- name: test
num_bytes: 1981621309.5
num_examples: 1500
download_size: 13157231113
dataset_size: 13218291726
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
task_categories:
- image-to-image
- image-classification
tags:
- lensless
- computational-imaging
size_categories:
- 1K<n<10K
---
Dataset for the paper: https://opg.optica.org/abstract.cfm?uri=pcAOP-2023-JTu4A.45
Data is measured at 30 cm (except for the in-the-wild mug measurement which is measured at 12 cm).
Simulated PSF can be obtained and compared with the measured one with the following command:
```bash
python scripts/sim/digicam_psf.py \
digicam.pattern=mask_pattern.npy \
digicam.psf=psf_measured.png \
digicam.ap_center=[59,76] \
digicam.ap_shape=[19,26] \
digicam.rotate=-0.8 \
digicam.vertical_shift=-20 \
digicam.horizontal_shift=-100 \
sim.waveprop=False
``` |