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_healpix_29
int64
image
dict
blobmodel
image
rgb
image
object_mask
image
catalog
dict
EBV
float32
FLUX_G
float32
FLUX_R
float32
FLUX_I
float32
FLUX_Z
float32
FLUX_W1
float32
FLUX_W2
float32
FLUX_W3
float32
FLUX_W4
float32
SHAPE_R
float32
SHAPE_E1
float32
SHAPE_E2
float32
object_id
string
ra
float64
dec
float64
2,230,407,721,529,449,700
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.00017419407959096134,0.005902416072785854,0.00(...TRUNCATED)
{"FLUX_G":[0.0978751927614212,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED)
0.046841
0.097875
0.704767
2.537506
4.278763
16.35043
9.416404
-59.215797
218.369537
0.619572
0.212289
0.093581
b'2503p120-2833'
250.318366
12.034041
2,230,407,732,556,274,700
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.00023970083566382527,-0.0006881552981212735,-0(...TRUNCATED)
{"FLUX_G":[0.18942862749099731,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0(...TRUNCATED)
0.045789
0.189429
0.801133
2.512986
5.565816
30.36927
21.607834
76.711906
-1,057.993774
0.423826
0
0
b'2503p120-2688'
250.312012
12.042829
2,230,407,778,721,277,200
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.00038030624273233116,0.0011365215759724379,-0.(...TRUNCATED)
{"FLUX_G":[4.688510894775391,3.400625705718994,4.275012493133545,13.682844161987305,0.0,0.0,0.0,0.0,(...TRUNCATED)
0.044655
4.688511
6.524055
8.246048
8.43263
4.13904
0.025271
125.204849
-638.964355
1.166291
0.309063
-0.507259
b'2503p120-2432'
250.30323
12.054692
2,230,407,779,066,875,000
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.0021294355392456055,-0.0005178223946131766,0.0(...TRUNCATED)
{"FLUX_G":[4.688510894775391,3.400625705718994,4.275012493133545,13.682844161987305,0.0,0.0,0.0,0.0,(...TRUNCATED)
0.044701
4.275012
10.88436
16.665224
20.93504
30.162437
25.392565
136.764404
3,491.614746
0.971261
0.330722
-0.240467
b'2503p120-2555'
250.306821
12.055332
2,230,407,784,216,561,700
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.01659027487039566,0.025860106572508812,0.03253(...TRUNCATED)
{"FLUX_G":[5.200814723968506,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED)
0.046493
5.200815
11.657843
16.966854
21.448139
15.800599
19.70747
29.018734
3,718.573486
1.007292
0
0
b'2503p120-3288'
250.33427
12.044474
2,230,407,789,851,973,000
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.0037268130108714104,-0.0031411522068083286,0.0(...TRUNCATED)
{"FLUX_G":[1.020496129989624,21.920270919799805,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,(...TRUNCATED)
0.046102
1.020496
2.55114
3.646027
4.542057
1.857424
-1.734187
33.035686
369.480347
0.4093
0
0
b'2503p120-3562'
250.343879
12.052681
2,230,407,801,778,187,500
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[0.0016220351681113243,0.0032571996562182903,0.00(...TRUNCATED)
{"FLUX_G":[1.020496129989624,21.920270919799805,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,(...TRUNCATED)
0.045923
21.920271
50.712498
75.697296
96.568581
114.084541
95.016663
517.173767
3,213.621826
0.858292
0
0
b'2503p120-3629'
250.346475
12.055672
2,230,407,814,527,122,700
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[-0.003116757608950138,-0.004491901025176048,-0.0(...TRUNCATED)
{"FLUX_G":[5.8416290283203125,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED)
0.045087
5.841629
12.137109
16.87673
20.585804
18.329763
11.711551
-65.00161
-535.010681
0.673754
0
0
b'2503p120-3653'
250.347134
12.064477
2,230,407,820,333,972,500
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[1.54875648021698,1.1121376752853394,0.6110115051(...TRUNCATED)
{"FLUX_G":[1.8371208906173706,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.(...TRUNCATED)
0.04492
1.837121
3.496765
4.282653
5.352833
3.0322
2.947619
0.357805
386.242493
1.190327
-0.634007
0.112651
b'2503p120-2993'
250.324331
12.058265
2,230,407,836,280,502,000
{"band":["des-g","des-r","des-i","des-z"],"flux":[[[-0.004813533741980791,-0.0029987837187945843,-0.(...TRUNCATED)
{"FLUX_G":[0.541408121585846,0.681587278842926,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0(...TRUNCATED)
0.044711
0.541408
1.156784
2.819527
4.276649
14.801532
10.375224
33.585503
336.731293
1.259527
0.063349
-0.253216
b'2503p120-3256'
250.333274
12.064755
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Legacy Survey Dataset

Description

This dataset contains astronomical observations from the Legacy Survey.

Features

  • image: Multi-band astronomical imaging data with flux, mask, inverse variance, PSF FWHM, and scale information
  • blobmodel: Model image of detected sources
  • rgb: RGB composite image
  • object_mask: Segmentation mask for objects
  • catalog: Catalog of detected objects with photometric and shape measurements
  • EBV: Galactic extinction E(B-V)
  • FLUX_G/R/I/Z: Flux measurements in g, r, i, z bands
  • FLUX_W1/W2/W3/W4: WISE flux measurements
  • SHAPE_R/E1/E2: Shape parameters (half-light radius, ellipticity components)
  • object_id: Unique object identifier
  • ra/dec: Right ascension and declination coordinates

Usage

from datasets import load_dataset

ds = load_dataset("your-username/legacy-survey")

# Access an RGB image directly as PIL
rgb_image = ds["train"][0]["rgb"]

# Access coordinates
ra, dec = ds["train"][0]["ra"], ds["train"][0]["dec"]
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