huayi-three-task-samples

Task 118 · adverse weather restoration

Rain removal · RainSyn25

选择 Light 与 Complex 各一条 31 帧序列。输入是合成雨层覆盖的视频， target 是同一 scene、同一时刻的 clean source ground truth。

Gate A draft

01

RainSynLight25 · sequence 17

Reference rainsyn-light25-test-17

LIGHT RAIN 31 FRAMES SOURCE-PAIRED GT CGI SCENE

Input · rainyrfc-1…31

Target · clean GTgtc-1…31

Prompt

Remove the rain streaks and restore a clean, temporally stable video while preserving the scene, motion, color, framing, and timing.

Metadata

Dataset / split: RainSynLight25 · test
Mapping: rfc-N.jpg → gtc-N.jpg
Source geometry: 889×500 · 31 paired JPEGs
Preview: 890×500 · 10 fps · 3.10 s · H.264/yuv420p
Target origin: Publisher-provided clean ground truth
Review note: 右侧仅补 1 像素供浏览器播放；无 crop / resize / retime。

查看 metadata.json 形式

{
  "task_id": 118,
  "sample_ref": "rainsyn-light25-test-17",
  "dataset": "RainSynLight25",
  "subset": "frames_light_test_JPEG",
  "source_sequence": "17",
  "input_members": "rfc-1.jpg ... rfc-31.jpg",
  "target_members": "gtc-1.jpg ... gtc-31.jpg",
  "frame_count": 31,
  "source_resolution": "889x500",
  "preview_resolution": "890x500",
  "preview_fps": 10,
  "target_origin": "source_ground_truth",
  "workflow_status": "gate_a_draft"
}

02

RainSynComplex25 · sequence 25

Reference rainsyn-complex25-test-25

COMPLEX RAIN 31 FRAMES SOURCE-PAIRED GT REAL-SCENE PLATE

Input · rainyrfc-1…31

Target · clean GTgtc-1…31

Prompt

Remove the rain streaks and restore a clean, temporally stable video while preserving the scene, motion, color, framing, and timing.

Metadata

Dataset / split: RainSynComplex25 · test
Mapping: rfc-N.jpg → gtc-N.jpg
Source geometry: 889×500 · 31 paired JPEGs
Preview: 890×500 · 10 fps · 3.10 s · H.264/yuv420p
Target origin: Publisher-provided clean ground truth
Review note: 蜜蜂与向日葵实景底片；合成 complex rain，仅右侧补 1 像素。

查看 metadata.json 形式

{
  "task_id": 118,
  "sample_ref": "rainsyn-complex25-test-25",
  "dataset": "RainSynComplex25",
  "subset": "frames_heavy_test_JPEG",
  "source_sequence": "25",
  "input_members": "rfc-1.jpg ... rfc-31.jpg",
  "target_members": "gtc-1.jpg ... gtc-31.jpg",
  "frame_count": 31,
  "source_resolution": "889x500",
  "preview_resolution": "890x500",
  "preview_fps": 10,
  "target_origin": "source_ground_truth",
  "workflow_status": "gate_a_draft"
}

Task 121 · indoor video dehazing

Indoor dehazing · REVIDE

用最短 Train 序列和 held-out Test 序列覆盖边界与 split。hazy 与 clear GT 是同一静态室内 scene 与机器人轨迹的两次采集，不是同曝光同步拍摄。

Gate B approved · PR merged

01

REVIDE Train · E007

Reference revide-train-E007 · shortest sequence

TRAIN 11 FRAMES SHORTEST BOUNDARY SOURCE GT

Input · hazycomplete sequence

Target · clear GTcomplete sequence

Prompt

Remove the visible haze from this indoor video while preserving the original scene, camera motion, frame timing, framing, colors, textures, and all scene content.

Metadata

Dataset / split: REVIDE Indoor · Train
Source sequence: E007
Mapping: hazy/E007 → gt/E007
Preview: 2708×1800 · 11 frames · 8 fps · 1.375 s
Target origin: Publisher-provided haze-free pass
Review note: 完整最短序列；检查 room 与 robot trajectory 对应。

查看 metadata.json 形式

{
  "task_id": 121,
  "sample_ref": "revide-train-E007",
  "dataset": "REVIDE_Indoor",
  "split": "Train",
  "source_sequence": "E007",
  "input_mapping": "hazy/E007",
  "target_mapping": "gt/E007",
  "frame_count": 11,
  "preview_resolution": "2708x1800",
  "preview_fps": 8,
  "target_origin": "source_ground_truth_separate_clear_pass",
  "coverage_role": "shortest_sequence"
}

02

REVIDE Test · C005

Reference revide-test-C005 · held-out split

TEST 43 FRAMES HELD-OUT SOURCE GT

Input · hazycomplete sequence

Target · clear GTcomplete sequence

Prompt

Remove the visible haze from this indoor video while preserving the original scene, camera motion, frame timing, framing, colors, textures, and all scene content.

Metadata

Dataset / split: REVIDE Indoor · Test
Source sequence: C005
Mapping: hazy/C005 → gt/C005
Preview: 2708×1800 · 43 frames · 8 fps · 5.375 s
Target origin: Publisher-provided haze-free pass
Review note: 确认左右未反转；两次采集的 scene 与轨迹应对应。

查看 metadata.json 形式

{
  "task_id": 121,
  "sample_ref": "revide-test-C005",
  "dataset": "REVIDE_Indoor",
  "split": "Test",
  "source_sequence": "C005",
  "input_mapping": "hazy/C005",
  "target_mapping": "gt/C005",
  "frame_count": 43,
  "preview_resolution": "2708x1800",
  "preview_fps": 8,
  "target_origin": "source_ground_truth_separate_clear_pass",
  "coverage_role": "held_out_split"
}

Task 130 · video motion deblurring

Motion deblurring · GoPro + BSD

一组 GoPro synthetic blur 与一组 BSD real beam-splitter pair，均保留发布方定义的完整自然序列。历史 25 帧切片不在本页使用。

Gate A revised draft

01

GoPro Test · GOPR0384_11_00

Reference gopro-test-GOPR0384_11_00

SYNTHETIC BLUR TEST 100 FRAMES PRIVACY-SENSITIVE

Input · blur_gammacomplete sequence

Target · sharpcomplete sequence

Prompt

Remove motion blur from this video and restore a sharp video. Preserve the original scene content, camera trajectory, subject motion, frame order, timing, framing, resolution, colors, textures, and illumination; do not stabilize, crop, recolor, retime, add, or remove anything.

Metadata

Dataset / split: GoPro · test
Source sequence: GOPR0384_11_00
Mapping: blur_gamma → sharp
Preview: 1280×720 · 100 frames · 15 fps · 6.67 s
Blur type: Publisher-provided synthetic gamma blur
Review note: 街景、人群；检查人物、车辆、camera path 与隐私内容。

查看 metadata.json 形式

{
  "task_id": 130,
  "sample_ref": "gopro-test-GOPR0384_11_00",
  "dataset": "GoPro",
  "split": "test",
  "source_sequence": "GOPR0384_11_00",
  "input_mapping": "blur_gamma",
  "target_mapping": "sharp",
  "frame_range": "000001.png ... 000100.png",
  "frame_count": 100,
  "preview_resolution": "1280x720",
  "preview_fps": 15,
  "target_origin": "publisher_paired_sharp",
  "privacy_disposition": "review_required"
}

02

BSD 2ms–16ms Test · 015

Reference bsd-2ms16ms-test-015

REAL PAIRED BLUR TEST 150 FRAMES FAST PAN / DENSE LINES

Input · Blur/RGBcomplete sequence

Target · Sharp/RGBcomplete sequence

Prompt

Remove motion blur from this video and restore a sharp video. Preserve the original scene content, camera trajectory, subject motion, frame order, timing, framing, resolution, colors, textures, and illumination; do not stabilize, crop, recolor, retime, add, or remove anything.

Metadata

Dataset / split: BSD 2ms–16ms · test
Source sequence: 015
Mapping: Blur/RGB → Sharp/RGB
Preview: 640×480 · 150 frames · 15 fps · 10.00 s
Blur type: Real beam-splitter paired exposure
Review note: 检查 fast pan、栅栏/线条，并区分光学对齐差异与去模糊。

查看 metadata.json 形式

{
  "task_id": 130,
  "sample_ref": "bsd-2ms16ms-test-015",
  "dataset": "BSD_2ms16ms",
  "split": "test",
  "source_sequence": "015",
  "input_mapping": "Blur/RGB",
  "target_mapping": "Sharp/RGB",
  "frame_range": "00000000.png ... 00000149.png",
  "frame_count": 150,
  "preview_resolution": "640x480",
  "preview_fps": 15,
  "target_origin": "publisher_paired_sharp",
  "pairing_note": "real_beam_splitter_pair"
}