Download sources/taskonomy/sources.json from Wakals/OmniTaskonomy: direct link, hf CLI and curl.
- Browser
- Download file 126 kB
-
https://huggingface.co/datasets/Wakals/OmniTaskonomy/resolve/main/sources/taskonomy/sources.json
- Command line
-
hf download hf://datasets/Wakals/OmniTaskonomy/sources/taskonomy/sources.json
-
curl -L -o sources.json https://huggingface.co/datasets/Wakals/OmniTaskonomy/resolve/main/sources/taskonomy/sources.json
126 kB
| { | |
| "schema_version": 1, | |
| "source_dataset": "Taskonomy", | |
| "modality": "i2i", | |
| "usage": "train", | |
| "task_count": 12, | |
| "total_rows": 600000, | |
| "images_included": false, | |
| "validation_included": false, | |
| "created_at": "2026-09-28T16:36:26.207799+00:00", | |
| "license_url": "https://github.com/StanfordVL/taskonomy/blob/master/data/LICENSE", | |
| "download_terms_url": "https://github.com/EPFL-VILAB/omnidata/blob/main/LICENSE", | |
| "download_instructions_url": "https://github.com/StanfordVL/taskonomy/tree/master/data#downloading-the-dataset-new-oct-2021", | |
| "source_pool": { | |
| "component": "taskonomy", | |
| "subset": "tiny", | |
| "split": "all" | |
| }, | |
| "archive_indices": [ | |
| { | |
| "url": "https://datasets.epfl.ch/taskonomy/links.txt", | |
| "sha256": "18b6851420f0dca3f9661ac5954f3adc8a31463903937815717d890bc2c3f24b" | |
| }, | |
| { | |
| "url": "https://datasets.epfl.ch/taskonomy/md5sum.txt", | |
| "sha256": "52356d47970794226ed642ce3f28aafd2e2811fa076c0de8ddcdabd8483d4644" | |
| } | |
| ], | |
| "archive_checksum_note": "MD5 values are from the official index, for checking future downloads; historical archive checksums were not recorded.", | |
| "selection_format": { | |
| "encoding": "gzip-compressed UTF-8 JSONL", | |
| "fields": { | |
| "id": "building/point_N_view_M" | |
| }, | |
| "paths_relative_to": "Hugging Face dataset repository root", | |
| "order": "One line per occurrence. Preserve order and repeated IDs; do not sort, deduplicate, or resample.", | |
| "ordered_id_sha256": "SHA256 of each ID followed by LF, concatenated in line order and encoded as UTF-8.", | |
| "scope": "The lists fix sample membership, multiplicity, and manifest order. Per-step batching and model RNG still depend on the training configuration.", | |
| "selection_note": "Use these frozen lists rather than regenerating from a seed: the original manifest generator iterated an unordered set." | |
| }, | |
| "extracted_path_template": "{domain}/taskonomy/{building}/{point_view}_domain_{domain}.png", | |
| "transforms": { | |
| "rgb": "Decode to RGB; composite transparency over white if present.", | |
| "rgb_to_gray": "Pillow convert('RGB').convert('L').convert('RGB') on the original RGB image.", | |
| "gray": "Pillow convert('L'); replicate the uint8 grayscale array into three RGB channels.", | |
| "depth16": "Decode as float32. Select pixels <65535; if fewer than 16, use all pixels. Take 2nd/98th percentiles with linear interpolation. If hi<=lo, set hi=lo+1. clip((a-lo)/(hi-lo),0,1)*255, cast to uint8, replicate into RGB.", | |
| "minmax16": "Decode as float32. Use full-image min/max: (a-lo)/(hi-lo)*255 if hi>lo, otherwise zeros. Cast to uint8 and replicate into RGB.", | |
| "resize": "No resize during source preparation; all selected input/output images are 512x512. Training uses bicubic interpolation for Taskonomy targets.", | |
| "decode_recoveries": "Listed damaged files use the original training decoder with LOAD_TRUNCATED_IMAGES=True. Do not silently skip selected samples." | |
| }, | |
| "pixel_checksum_format": "For each prepared image, SHA256 of Pillow RGB.tobytes() at 512x512. ordered_input_rgb_sha256 and ordered_output_rgb_sha256 hash the lowercase hex digests, each followed by LF, in selection order. These are decoded-pixel checks, not original PNG file checksums.", | |
| "tasks": [ | |
| { | |
| "task_id": "i2i:colorization", | |
| "task_name": "Colorization", | |
| "r": "Reconstruction", | |
| "modality": "i2i", | |
| "usage": "train", | |
| "selection_file": "sources/taskonomy/selections/colorization.jsonl.gz", | |
| "rows": 50000, | |
| "unique_ids": 50000, | |
| "repeated_rows": 0, | |
| "compressed_bytes": 222799, | |
| "compressed_sha256": "6d499dac81e197cd7091d60ad26b8d4bc9541dec27c84a20262418757ac99e2e", | |
| "ordered_id_sha256": "5af9bb96565f200ea442b9aec758e15b047702288eedd728127b7b0985778d0b", | |
| "editing_prompt": "Colorize the grayscale image with natural, realistic colors.", | |
| "input_domain": "rgb", | |
| "target_domain": "rgb", | |
| "input_transform": "rgb_to_gray", | |
| "target_transform": "rgb", | |
| "buildings": [ | |
| "allensville", | |
| "beechwood", | |
| "benevolence", | |
| "coffeen", | |
| "collierville", | |
| "corozal", | |
| "cosmos", | |
| "hiteman", | |
| "ihlen", | |
| "klickitat", | |
| "lakeville", | |
| "leonardo", | |
| "lindenwood", | |
| "markleeville", | |
| "marstons", | |
| "mcdade", | |
| "merom", | |
| "mifflinburg", | |
| "muleshoe", | |
| "newfields", | |
| "noxapater", | |
| "onaga", | |
| "pinesdale", | |
| "pomaria", | |
| "ranchester", | |
| "shelbyville", | |
| "stockman", | |
| "tolstoy", | |
| "uvalda", | |
| "wainscott", | |
| "wiconisco" | |
| ], | |
| "archives": [ | |
| "allensville_rgb.tar", | |
| "beechwood_rgb.tar", | |
| "benevolence_rgb.tar", | |
| "coffeen_rgb.tar", | |
| "collierville_rgb.tar", | |
| "corozal_rgb.tar", | |
| "cosmos_rgb.tar", | |
| "hiteman_rgb.tar", | |
| "ihlen_rgb.tar", | |
| "klickitat_rgb.tar", | |
| "lakeville_rgb.tar", | |
| "leonardo_rgb.tar", | |
| "lindenwood_rgb.tar", | |
| "markleeville_rgb.tar", | |
| "marstons_rgb.tar", | |
| "mcdade_rgb.tar", | |
| "merom_rgb.tar", | |
| "mifflinburg_rgb.tar", | |
| "muleshoe_rgb.tar", | |
| "newfields_rgb.tar", | |
| "noxapater_rgb.tar", | |
| "onaga_rgb.tar", | |
| "pinesdale_rgb.tar", | |
| "pomaria_rgb.tar", | |
| "ranchester_rgb.tar", | |
| "shelbyville_rgb.tar", | |
| "stockman_rgb.tar", | |
| "tolstoy_rgb.tar", | |
| "uvalda_rgb.tar", | |
| "wainscott_rgb.tar", | |
| "wiconisco_rgb.tar" | |
| ], | |
| "selection_provenance": "Saved 50,000-row training manifest, in file order.", | |
| "ordered_input_rgb_sha256": "c60a7527a7a67f978fbc921211c71db7941938451e6ff1c5172c90e60a509b47", | |
| "ordered_output_rgb_sha256": "0c1f42ba7ccd3245165372d839b9dde2676c08704f0de3fecfb8d43627cc1d86", | |
| "decode_recoveries": [] | |
| }, | |
| { | |
| "task_id": "i2i:z_depth", | |
| "task_name": "Z-depth", | |
| "r": "Reconstruction", | |
| "modality": "i2i", | |
| "usage": "train", | |
| "selection_file": "sources/taskonomy/selections/z_depth.jsonl.gz", | |
| "rows": 50000, | |
| "unique_ids": 50000, | |
| "repeated_rows": 0, | |
| "compressed_bytes": 223252, | |
| "compressed_sha256": "6b8e87e2617074b8bf9ea739528f932494220881f801bee91a030cfc3efb74c4", | |
| "ordered_id_sha256": "4498a6a82bad9604707b314e32cf3da560947d3e0b94c4fcea3d31bbd62a72e3", | |
| "editing_prompt": "Estimate the depth map of this image.", | |
| "input_domain": "rgb", | |
| "target_domain": "depth_zbuffer", | |
| "input_transform": "rgb", | |
| "target_transform": "depth16", | |
| "buildings": [ | |
| "allensville", | |
| "beechwood", | |
| "benevolence", | |
| "coffeen", | |
| "collierville", | |
| "corozal", | |
| "cosmos", | |
| "darden", | |
| "hanson", | |
| "hiteman", | |
| "ihlen", | |
| "klickitat", | |
| "lakeville", | |
| "leonardo", | |
| "lindenwood", | |
| "markleeville", | |
| "marstons", | |
| "mcdade", | |
| "merom", | |
| "mifflinburg", | |
| "muleshoe", | |
| "newfields", | |
| "noxapater", | |
| "onaga", | |
| "pinesdale", | |
| "pomaria", | |
| "ranchester", | |
| "shelbyville", | |
| "stockman", | |
| "tolstoy", | |
| "uvalda", | |
| "wainscott", | |
| "wiconisco" | |
| ], | |
| "archives": [ | |
| "allensville_depth_zbuffer.tar", | |
| "allensville_rgb.tar", | |
| "beechwood_depth_zbuffer.tar", | |
| "beechwood_rgb.tar", | |
| "benevolence_depth_zbuffer.tar", | |
| "benevolence_rgb.tar", | |
| "coffeen_depth_zbuffer.tar", | |
| "coffeen_rgb.tar", | |
| "collierville_depth_zbuffer.tar", | |
| "collierville_rgb.tar", | |
| "corozal_depth_zbuffer.tar", | |
| "corozal_rgb.tar", | |
| "cosmos_depth_zbuffer.tar", | |
| "cosmos_rgb.tar", | |
| "darden_depth_zbuffer.tar", | |
| "darden_rgb.tar", | |
| "hanson_depth_zbuffer.tar", | |
| "hanson_rgb.tar", | |
| "hiteman_depth_zbuffer.tar", | |
| "hiteman_rgb.tar", | |
| "ihlen_depth_zbuffer.tar", | |
| "ihlen_rgb.tar", | |
| "klickitat_depth_zbuffer.tar", | |
| "klickitat_rgb.tar", | |
| "lakeville_depth_zbuffer.tar", | |
| "lakeville_rgb.tar", | |
| "leonardo_depth_zbuffer.tar", | |
| "leonardo_rgb.tar", | |
| "lindenwood_depth_zbuffer.tar", | |
| "lindenwood_rgb.tar", | |
| "markleeville_depth_zbuffer.tar", | |
| "markleeville_rgb.tar", | |
| "marstons_depth_zbuffer.tar", | |
| "marstons_rgb.tar", | |
| "mcdade_depth_zbuffer.tar", | |
| "mcdade_rgb.tar", | |
| "merom_depth_zbuffer.tar", | |
| "merom_rgb.tar", | |
| "mifflinburg_depth_zbuffer.tar", | |
| "mifflinburg_rgb.tar", | |
| "muleshoe_depth_zbuffer.tar", | |
| "muleshoe_rgb.tar", | |
| "newfields_depth_zbuffer.tar", | |
| "newfields_rgb.tar", | |
| "noxapater_depth_zbuffer.tar", | |
| "noxapater_rgb.tar", | |
| "onaga_depth_zbuffer.tar", | |
| "onaga_rgb.tar", | |
| "pinesdale_depth_zbuffer.tar", | |
| "pinesdale_rgb.tar", | |
| "pomaria_depth_zbuffer.tar", | |
| "pomaria_rgb.tar", | |
| "ranchester_depth_zbuffer.tar", | |
| "ranchester_rgb.tar", | |
| "shelbyville_depth_zbuffer.tar", | |
| "shelbyville_rgb.tar", | |
| "stockman_depth_zbuffer.tar", | |
| "stockman_rgb.tar", | |
| "tolstoy_depth_zbuffer.tar", | |
| "tolstoy_rgb.tar", | |
| "uvalda_depth_zbuffer.tar", | |
| "uvalda_rgb.tar", | |
| "wainscott_depth_zbuffer.tar", | |
| "wainscott_rgb.tar", | |
| "wiconisco_depth_zbuffer.tar", | |
| "wiconisco_rgb.tar" | |
| ], | |
| "selection_provenance": "Membership captured from a new cluster training run on 2026-09-28, with data seed 42 and four ranks. The historical 50,000-row manifest was overwritten by a 100,000-row pool; this list records the new run, not a reconstruction of the historical subset.", | |
| "ordered_input_rgb_sha256": "49b200b90dafcf13d951915c79da3f3747890b04ab7c70c35c8b780c55d090c8", | |
| "ordered_output_rgb_sha256": "8cb5d2e4111be217cd990a0170f4c9d5af79ef3a80df1fb4740842ba73be3adc", | |
| "decode_recoveries": [ | |
| { | |
| "row_index": 18609, | |
| "id": "corozal/point_1182_view_3", | |
| "role": "input", | |
| "source_file_sha256": "e564f7d8577e3b0fa49d7561823417f03a039c6a557518c928887dc6d4d39895", | |
| "decoded_rgb_sha256": "d39598c330cc725ea25e813a4e78d715d6a44e4b8e9044e06bee49d25da0dfed", | |
| "decoder": "Pillow with ImageFile.LOAD_TRUNCATED_IMAGES=True" | |
| } | |
| ] | |
| }, | |
| { | |
| "task_id": "i2i:euclidean_depth", | |
| "task_name": "Euclidean depth", | |
| "r": "Reconstruction", | |
| "modality": "i2i", | |
| "usage": "train", | |
| "selection_file": "sources/taskonomy/selections/euclidean_depth.jsonl.gz", | |
| "rows": 50000, | |
| "unique_ids": 50000, | |
| "repeated_rows": 0, | |
| "compressed_bytes": 223163, | |
| "compressed_sha256": "f10097c0d721146ea07b2e03146d2f2aedb3ce8285b6dd4729bdbaa3a0ff19a3", | |
| "ordered_id_sha256": "e06f7f84b1a4874eb819c874385bf2a84515d9dce32ab8552d29a2718b12e2d4", | |
| "editing_prompt": "Estimate the Euclidean-distance depth map of this image.", | |
| "input_domain": "rgb", | |
| "target_domain": "depth_euclidean", | |
| "input_transform": "rgb", | |
| "target_transform": "depth16", | |
| "buildings": [ | |
| "allensville", | |
| "beechwood", | |
| "benevolence", | |
| "coffeen", | |
| "collierville", | |
| "corozal", | |
| "cosmos", | |
| "darden", | |
| "forkland", | |
| "hiteman", | |
| "ihlen", | |
| "klickitat", | |
| "lakeville", | |
| "leonardo", | |
| "lindenwood", | |
| "markleeville", | |
| "marstons", | |
| "mcdade", | |
| "merom", | |
| "mifflinburg", | |
| "muleshoe", | |
| "newfields", | |
| "noxapater", | |
| "onaga", | |
| "pinesdale", | |
| "pomaria", | |
| "ranchester", | |
| "shelbyville", | |
| "stockman", | |
| "tolstoy", | |
| "uvalda", | |
| "wainscott", | |
| "wiconisco" | |
| ], | |
| "archives": [ | |
| "allensville_depth_euclidean.tar", | |
| "allensville_rgb.tar", | |
| "beechwood_depth_euclidean.tar", | |
| "beechwood_rgb.tar", | |
| "benevolence_depth_euclidean.tar", | |
| "benevolence_rgb.tar", | |
| "coffeen_depth_euclidean.tar", | |
| "coffeen_rgb.tar", | |
| "collierville_depth_euclidean.tar", | |
| "collierville_rgb.tar", | |
| "corozal_depth_euclidean.tar", | |
| "corozal_rgb.tar", | |
| "cosmos_depth_euclidean.tar", | |
| "cosmos_rgb.tar", | |
| "darden_depth_euclidean.tar", | |
| "darden_rgb.tar", | |
| "forkland_depth_euclidean.tar", | |
| "forkland_rgb.tar", | |
| "hiteman_depth_euclidean.tar", | |
| "hiteman_rgb.tar", | |
| "ihlen_depth_euclidean.tar", | |
| "ihlen_rgb.tar", | |
| "klickitat_depth_euclidean.tar", | |
| "klickitat_rgb.tar", | |
| "lakeville_depth_euclidean.tar", | |
| "lakeville_rgb.tar", | |
| "leonardo_depth_euclidean.tar", | |
| "leonardo_rgb.tar", | |
| "lindenwood_depth_euclidean.tar", | |
| "lindenwood_rgb.tar", | |
| "markleeville_depth_euclidean.tar", | |
| "markleeville_rgb.tar", | |
| "marstons_depth_euclidean.tar", | |
| "marstons_rgb.tar", | |
| "mcdade_depth_euclidean.tar", | |
| "mcdade_rgb.tar", | |
| "merom_depth_euclidean.tar", | |
| "merom_rgb.tar", | |
| "mifflinburg_depth_euclidean.tar", | |
| "mifflinburg_rgb.tar", | |
| "muleshoe_depth_euclidean.tar", | |
| "muleshoe_rgb.tar", | |
| "newfields_depth_euclidean.tar", | |
| "newfields_rgb.tar", | |
| "noxapater_depth_euclidean.tar", | |
| "noxapater_rgb.tar", | |
| "onaga_depth_euclidean.tar", | |
| "onaga_rgb.tar", | |
| "pinesdale_depth_euclidean.tar", | |
| "pinesdale_rgb.tar", | |
| "pomaria_depth_euclidean.tar", | |
| "pomaria_rgb.tar", | |
| "ranchester_depth_euclidean.tar", | |
| "ranchester_rgb.tar", | |
| "shelbyville_depth_euclidean.tar", | |
| "shelbyville_rgb.tar", | |
| "stockman_depth_euclidean.tar", | |
| "stockman_rgb.tar", | |
| "tolstoy_depth_euclidean.tar", | |
| "tolstoy_rgb.tar", | |
| "uvalda_depth_euclidean.tar", | |
| "uvalda_rgb.tar", | |
| "wainscott_depth_euclidean.tar", | |
| "wainscott_rgb.tar", | |
| "wiconisco_depth_euclidean.tar", | |
| "wiconisco_rgb.tar" | |
| ], | |
| "selection_provenance": "Membership captured from a new cluster training run on 2026-09-28, with data seed 42 and four ranks. The historical 50,000-row manifest was overwritten by a 100,000-row pool; this list records the new run, not a reconstruction of the historical subset.", | |
| "ordered_input_rgb_sha256": "93a1c20ce412498a7b43e81dfea0a644d14990569d33dd268e562be0c3ff05b5", | |
| "ordered_output_rgb_sha256": "4abf043c4dfc24b5b62cf2989826e49910af152d31019e6772cc151f16c2bd4e", | |
| "decode_recoveries": [] | |
| }, | |
| { | |
| "task_id": "i2i:surface_normals", | |
| "task_name": "Surface normals", | |
| "r": "Reconstruction", | |
| "modality": "i2i", | |
| "usage": "train", | |
| "selection_file": "sources/taskonomy/selections/surface_normals.jsonl.gz", | |
| "rows": 50000, | |
| "unique_ids": 50000, | |
| "repeated_rows": 0, | |
| "compressed_bytes": 222799, | |
| "compressed_sha256": "6d499dac81e197cd7091d60ad26b8d4bc9541dec27c84a20262418757ac99e2e", | |
| "ordered_id_sha256": "5af9bb96565f200ea442b9aec758e15b047702288eedd728127b7b0985778d0b", | |
| "editing_prompt": "Estimate the surface normals of this image.", | |
| "input_domain": "rgb", | |
| "target_domain": "normal", | |
| "input_transform": "rgb", | |
| "target_transform": "rgb", | |
| "buildings": [ | |
| "allensville", | |
| "beechwood", | |
| "benevolence", | |
| "coffeen", | |
| "collierville", | |
| "corozal", | |
| "cosmos", | |
| "hiteman", | |
| "ihlen", | |
| "klickitat", | |
| "lakeville", | |
| "leonardo", | |
| "lindenwood", | |
| "markleeville", | |
| "marstons", | |
| "mcdade", | |
| "merom", | |
| "mifflinburg", | |
| "muleshoe", | |
| "newfields", | |
| "noxapater", | |
| "onaga", | |
| "pinesdale", | |
| "pomaria", | |
| "ranchester", | |
| "shelbyville", | |
| "stockman", | |
| "tolstoy", | |
| "uvalda", | |
| "wainscott", | |
| "wiconisco" | |
| ], | |
| "archives": [ | |
| "allensville_normal.tar", | |
| "allensville_rgb.tar", | |
| "beechwood_normal.tar", | |
| "beechwood_rgb.tar", | |
| "benevolence_normal.tar", | |
| "benevolence_rgb.tar", | |
| "coffeen_normal.tar", | |
| "coffeen_rgb.tar", | |
| "collierville_normal.tar", | |
| "collierville_rgb.tar", | |
| "corozal_normal.tar", | |
| "corozal_rgb.tar", | |
| "cosmos_normal.tar", | |
| "cosmos_rgb.tar", | |
| "hiteman_normal.tar", | |
| "hiteman_rgb.tar", | |
| "ihlen_normal.tar", | |
| "ihlen_rgb.tar", | |
| "klickitat_normal.tar", | |
| "klickitat_rgb.tar", | |
| "lakeville_normal.tar", | |
| "lakeville_rgb.tar", | |
| "leonardo_normal.tar", | |
| "leonardo_rgb.tar", | |
| "lindenwood_normal.tar", | |
| "lindenwood_rgb.tar", | |
| "markleeville_normal.tar", | |
| "markleeville_rgb.tar", | |
| "marstons_normal.tar", | |
| "marstons_rgb.tar", | |
| "mcdade_normal.tar", | |
| "mcdade_rgb.tar", | |
| "merom_normal.tar", | |
| "merom_rgb.tar", | |
| "mifflinburg_normal.tar", | |
| "mifflinburg_rgb.tar", | |
| "muleshoe_normal.tar", | |
| "muleshoe_rgb.tar", | |
| "newfields_normal.tar", | |
| "newfields_rgb.tar", | |
| "noxapater_normal.tar", | |
| "noxapater_rgb.tar", | |
| "onaga_normal.tar", | |
| "onaga_rgb.tar", | |
| "pinesdale_normal.tar", | |
| "pinesdale_rgb.tar", | |
| "pomaria_normal.tar", | |
| "pomaria_rgb.tar", | |
| "ranchester_normal.tar", | |
| "ranchester_rgb.tar", | |
| "shelbyville_normal.tar", | |
| "shelbyville_rgb.tar", | |
| "stockman_normal.tar", | |
| "stockman_rgb.tar", | |
| "tolstoy_normal.tar", | |
| "tolstoy_rgb.tar", | |
| "uvalda_normal.tar", | |
| "uvalda_rgb.tar", | |
| "wainscott_normal.tar", | |
| "wainscott_rgb.tar", | |
| "wiconisco_normal.tar", | |
| "wiconisco_rgb.tar" | |
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