mateoguaman/paligemma2-3b-pt-224-sft-lora-vamos_50pct_traj_25pct_atraj_25pct_anno
Image-Text-to-Text • Updated • 2
image imagewidth (px) 1.02k 1.28k | lang_goal stringlengths 47 49 | trajectory_2d listlengths 1 480 | trajectory_3d listlengths 1 480 | camera_params stringclasses 4
values | horizon int64 1 480 | shorter_trajectory_2d listlengths 1 472 | shorter_trajectory_3d listlengths 1 472 | subsampled_trajectory_2d listlengths 5 5 | goal_2d listlengths 2 2 | text stringlengths 36 36 | label stringlengths 90 90 | label_list listlengths 5 5 | curvature float64 1 30 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Navigate to <point x="49.5" y="50.8">goal</point> | [
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Navigate to <point x="40.1" y="30.3">goal</point> | [
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Navigate to <point x="49.7" y="48.2">goal</point> | [
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Navigate to <point x="24.8" y="51.7">goal</point> | [
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Navigate to <point x="99.9" y="73.6">goal</point> | [
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Navigate to <point x="68.3" y="84.0">goal</point> | [
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Navigate to <point x="47.1" y="30.7">goal</point> | [
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... | {"resolution": {"width": 1024, "height": 544}, "camera_matrix": {"data": [477.6049499511719, 0.0, 499.5, 0.0, 477.6049499511719, 252.0, 0.0, 0.0, 1.0], "rows": 3, "cols": 3}, "T_imu_to_camera": {"data": [0.96917189, -0.04204002, 0.24277247, 0.38786055, 0.04768227, 0.99871085, -0.01740936, 0.00734094, -0.24172764, 0.028... | 244 | [
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]
] | 1.260444 | |
Navigate to <point x="53.4" y="40.0">goal</point> | [[706,967],[704,918],[693,878],[683,844],[681,808],[680,777],[678,761],[677,747],[678,727],[679,710](...TRUNCATED) | [[1.2381608874458125,-0.01783302155681099,0.01241018402662819],[1.328495697224339,-0.023394528554639(...TRUNCATED) | "{\"resolution\": {\"width\": 1224, \"height\": 1024}, \"camera_matrix\": {\"data\": [728.7329, 0.0,(...TRUNCATED) | 187 | [[706,967],[704,918],[693,878],[683,844],[681,808],[680,777],[678,761],[677,747],[678,727],[679,710](...TRUNCATED) | [[1.2381608874458125,-0.01783302155681099,0.01241018402662819],[1.328495697224339,-0.023394528554639(...TRUNCATED) | [
[
663,
513
],
[
666,
457
],
[
659,
433
],
[
647,
416
],
[
654,
410
]
] | [
654,
410
] | Navigate to x=<loc0547>, y=<loc0410> | <loc0554><loc0513><loc0557><loc0457><loc0551><loc0433><loc0541><loc0416><loc0547><loc0410> | [["<loc0554>","<loc0513>"],["<loc0557>","<loc0457>"],["<loc0551>","<loc0433>"],["<loc0541>","<loc041(...TRUNCATED) | 1.247835 | |
Navigate to <point x="54.2" y="50.7">goal</point> | [[634,702],[632,688],[631,674],[630,660],[630,648],[632,629],[633,621],[634,612],[638,603],[640,594](...TRUNCATED) | [[2.628864262317336,-0.007293336978875686,-0.004316864229878092],[2.700526998863211,-0.0095857144532(...TRUNCATED) | "{\"resolution\": {\"width\": 1280, \"height\": 720}, \"camera_matrix\": {\"data\": [608.116, 0.0, 6(...TRUNCATED) | 164 | [[634,702],[632,688],[631,674],[630,660],[630,648],[632,629],[633,621],[634,612],[638,603],[640,594](...TRUNCATED) | [[2.628864262317336,-0.007293336978875686,-0.004316864229878092],[2.700526998863211,-0.0095857144532(...TRUNCATED) | [
[
669,
480
],
[
661,
422
],
[
682,
397
],
[
703,
381
],
[
694,
365
]
] | [
694,
365
] | Navigate to x=<loc0555>, y=<loc0519> | <loc0535><loc0682><loc0528><loc0600><loc0545><loc0564><loc0562><loc0541><loc0555><loc0519> | [["<loc0535>","<loc0682>"],["<loc0528>","<loc0600>"],["<loc0545>","<loc0564>"],["<loc0562>","<loc054(...TRUNCATED) | 1.181814 | |
Navigate to <point x="59.6" y="52.6">goal</point> | [[282,717],[260,651],[263,647],[264,638],[264,634],[270,625],[278,617],[284,609],[285,596],[283,593](...TRUNCATED) | [[2.3638751980947914,1.3464294007227244,0.04738003797165646],[2.7191645432175164,1.6469745215143057,(...TRUNCATED) | "{\"resolution\": {\"width\": 1280, \"height\": 720}, \"camera_matrix\": {\"data\": [608.116, 0.0, 6(...TRUNCATED) | 240 | [[282,717],[260,651],[263,647],[264,638],[264,634],[270,625],[278,617],[284,609],[285,596],[283,593](...TRUNCATED) | [[2.3638751980947914,1.3464294007227244,0.04738003797165646],[2.7191645432175164,1.6469745215143057,(...TRUNCATED) | [
[
158,
469
],
[
397,
400
],
[
584,
386
],
[
685,
380
],
[
763,
379
]
] | [
763,
379
] | Navigate to x=<loc0610>, y=<loc0539> | <loc0126><loc0667><loc0317><loc0568><loc0467><loc0548><loc0548><loc0540><loc0610><loc0539> | [["<loc0126>","<loc0667>"],["<loc0317>","<loc0568>"],["<loc0467>","<loc0548>"],["<loc0548>","<loc054(...TRUNCATED) | 1.65879 |
VLN Navigation dataset with 100% of tartandrive data, 50% of scand data, 25% of coda data, 100% of in-domain spot data, and 10% of annotated/augmented data using gpt5-mini. Whenever daatsets aren't 100%, they are ranked by curvature and output of length 5.
{}
Train dataset:
mixer: mateoguaman/annotations_only_10pct_gpt5_mini: 0.25
mateoguaman/vlmn_tartandrive100_scand50_coda25_spot100_sub5: 0.5
mateoguaman/vlmn_tartandrive100_scand50_coda25_spot100_sub5_filtered_trajectories_training_10_fixed: 0.25
split: train
Validation dataset:
mixer: mateoguaman/annotations_only_10pct_gpt5_mini: 0.25
mateoguaman/vlmn_tartandrive100_scand50_coda25_spot100_sub5: 0.5
mateoguaman/vlmn_tartandrive100_scand50_coda25_spot100_sub5_filtered_trajectories_training_10_fixed: 0.25
split: validation
This dataset was created by consolidating cached processed datasets from the VLM Navigation project.