pair_id string | source_pair_id string | contrast_group_id string | contrast_direction string | stratum string | dimensions list | scene_group string | source_dataset string | pre string | post string | gt_changed_items list | visual_delta list | degradation_family string | contrast_native_dimension string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tight_wide_contrast_00:native_tighter | unit_images_by_video_xhs:养成摄影眼万物皆可拍丨摄影减法丨构图练习/unit_003 | tight_wide_contrast_00 | tighter | framing_tighter | [
"framing"
] | architecture | unit_images_by_video_xhs | images/e0cd3517bd52f1b4_pre.png | images/e0cd3517bd52f1b4_post.jpeg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Distracting edge elements and excess structure weaken the leaf-on-wood composition.",
"action": "Crop tighter to remove the white wall, top beam, and left window area so the frame concentrates on the dark wooden panels and the leaves."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "top and left surrounding areas",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Less surrounding wall, beam, and window remain around the leaf-covered boards.",
"visual_ev... | null | null |
tight_wide_contrast_00:synthetic_wider | unit_images_by_video_xhs:养成摄影眼万物皆可拍丨摄影减法丨构图练习/unit_003 | tight_wide_contrast_00 | wider | framing_wider | [
"framing"
] | architecture | controlled_crop_counterfactual | images/e90dc40b15a508e1_pre.jpg | images/e90dc40b15a508e1_post.jpeg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_01:native_tighter | unit_images_by_video_xhs:我看到的VS我拍到的摄影构图博物馆拍照/unit_002 | tight_wide_contrast_01 | tighter | framing_tighter | [
"camera_position",
"framing"
] | architecture | unit_images_by_video_xhs | images/71485deae91d7b73_pre.png | images/71485deae91d7b73_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far away to clearly emphasize the key figures.",
"action": "Move closer and adjust the angle to center on the two strongest sculptures."
},
{
"item_index": 1,
"dimension": "framing",
"problem": "Too much... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "framing",
"target": "two strongest sculptures",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The two selected figures occupy much more of the frame.",
"visual_evidence": "Before, many sm... | null | null |
tight_wide_contrast_01:synthetic_wider | unit_images_by_video_xhs:我看到的VS我拍到的摄影构图博物馆拍照/unit_002 | tight_wide_contrast_01 | wider | framing_wider | [
"framing"
] | architecture | controlled_crop_counterfactual | images/6dba91d3fac4c3c4_pre.jpg | images/6dba91d3fac4c3c4_post.png | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_02:native_tighter | unit_images_by_video_xhs:我看到的我拍到的这种构图一学就会/unit_003 | tight_wide_contrast_02 | tighter | framing_tighter | [
"camera_position",
"framing"
] | architecture | unit_images_by_video_xhs | images/013fc5c79bcbc562_pre.png | images/013fc5c79bcbc562_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is positioned too far back and a bit off-axis, allowing nearby structures to compete with the main architecture.",
"action": "Move closer and align the camera more directly toward the building corner so the facade becomes the ... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "framing",
"target": "main tower and facade",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The architecture occupies more of the image and reads as the clear subject.",
"visual_evidence":... | null | null |
tight_wide_contrast_02:synthetic_wider | unit_images_by_video_xhs:我看到的我拍到的这种构图一学就会/unit_003 | tight_wide_contrast_02 | wider | framing_wider | [
"framing"
] | architecture | controlled_crop_counterfactual | images/f77d98a05021c254_pre.jpg | images/f77d98a05021c254_post.jpeg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_03:native_tighter | unit_images_by_video_xhs:我看到的vs我拍到的发现美的角度摄影眼/unit_001 | tight_wide_contrast_03 | tighter | camera_position | [
"camera_position",
"subject"
] | landscape | unit_images_by_video_xhs | images/4680d740a7e85bc8_pre.png | images/4680d740a7e85bc8_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too oblique and includes too much of the pond boundary.",
"action": "Move to a position and angle that looks more directly down at the pond so the frame is dominated by water, fish, and reflections instead of the bank."
... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "stone bank and railing along the pond edge",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Less of the pond boundary remains visible, so water fills more of the frame... | null | camera_position |
tight_wide_contrast_03:synthetic_wider | unit_images_by_video_xhs:我看到的vs我拍到的发现美的角度摄影眼/unit_001 | tight_wide_contrast_03 | wider | framing_wider | [
"framing"
] | landscape | controlled_crop_counterfactual | images/2895ac235cad688c_pre.jpg | images/2895ac235cad688c_post.jpeg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_04:native_tighter | aesrecon::171 | tight_wide_contrast_04 | tighter | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/cfc8539baac9a45a_pre.jpg | images/cfc8539baac9a45a_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The shooting distance is too far to give the subject strong presence.",
"action": "Move closer for a tighter portrait framing so the subject fills more of the frame against the lake and mountains."
},
{
"item_index": 1,
"dime... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "woman in foreground",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "She takes up much more of the frame.",
"visual_evidence": "Before she is full-body and small; after... | null | camera_position |
tight_wide_contrast_04:synthetic_wider | aesrecon::171 | tight_wide_contrast_04 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/5a85784507458aa5_pre.jpg | images/5a85784507458aa5_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_05:native_tighter | aesrecon::275 | tight_wide_contrast_05 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/261497a64bce8b2b_pre.jpg | images/261497a64bce8b2b_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint feels flat and not especially dynamic.",
"action": "Move closer and shift to a lower side angle near the rear of the car so the vehicle becomes a stronger foreground element."
},
{
"item_index": 1,
"dimension": ... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "left foreground car and full scene extent",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The subject and car fill more of the frame.",
"visual_evidence": "Before sho... | null | null |
tight_wide_contrast_05:synthetic_wider | aesrecon::275 | tight_wide_contrast_05 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/455e4900f7b06e59_pre.jpg | images/455e4900f7b06e59_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_06:native_tighter | aesrecon::277 | tight_wide_contrast_06 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/29ad5f818461f042_pre.jpg | images/29ad5f818461f042_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera feels too far back and too straight-on, giving the portrait a flatter, more distant look.",
"action": "Step closer and angle slightly from the side so the subject sits more intentionally beside the artwork."
},
{
"item... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "subject and painting area",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The subject and artwork occupy much more of the frame.",
"visual_evidence": "Before shows a ... | null | null |
tight_wide_contrast_06:synthetic_wider | aesrecon::277 | tight_wide_contrast_06 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/8566e7cb771ff2f7_pre.jpg | images/8566e7cb771ff2f7_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_07:native_tighter | aesrecon::361 | tight_wide_contrast_07 | tighter | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/e24e2028ed67e9eb_pre.jpg | images/e24e2028ed67e9eb_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far back and does not create a strong alignment between the subject and the skyline.",
"action": "Move closer and slightly reposition to align the subject with the church and waterfront, using a tighter, more intimat... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "woman and skyline relationship",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The woman occupies much more of the frame and feels closer to the viewer.",
"visual_evid... | null | camera_position |
tight_wide_contrast_07:synthetic_wider | aesrecon::361 | tight_wide_contrast_07 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/5ff64154c3dda365_pre.jpg | images/5ff64154c3dda365_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_08:native_tighter | aesrecon::362 | tight_wide_contrast_08 | tighter | framing_tighter | [
"framing",
"subject"
] | portrait | aesrecon | images/f88e8d71989d8b5c_pre.jpg | images/f88e8d71989d8b5c_post.jpg | [
{
"item_index": 0,
"dimension": "subject",
"problem": "The pose looks caught mid-gesture, making the expression and hand position feel less graceful.",
"action": "Direct a softer pose with a slight head turn or downward tilt, and wait until the right hand falls into a cleaner, more relaxed position.... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "head and right hand",
"attribute": "pose",
"signed_change": "change",
"change_description": "The head angle softens downward and the right hand settles into a cleaner, looser position.",
"visual_evidence": "Befo... | null | null |
tight_wide_contrast_08:synthetic_wider | aesrecon::362 | tight_wide_contrast_08 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/bd8b2200d5041ea5_pre.jpg | images/bd8b2200d5041ea5_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_09:native_tighter | aesrecon::369 | tight_wide_contrast_09 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/736046a3ebffe65f_pre.jpg | images/736046a3ebffe65f_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint feels detached and not especially flattering for a portrait.",
"action": "Move closer and shift to a slightly higher side angle so the bench leads into the subject and the portrait feels more intimate."
},
{
"item_i... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "overall bench-subject composition",
"attribute": "viewpoint_height_appearance",
"signed_change": "increase",
"change_description": "The view appears slightly higher and more side-on, making the bench lead to... | null | null |
tight_wide_contrast_09:synthetic_wider | aesrecon::369 | tight_wide_contrast_09 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/c9b075dcd8504cea_pre.jpg | images/c9b075dcd8504cea_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_10:native_tighter | aesrecon::401 | tight_wide_contrast_10 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/72b1c9de00fdb3f0_pre.jpg | images/72b1c9de00fdb3f0_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is flat and does not give the bouquet or face much shape.",
"action": "Move slightly higher and toward the subject's left for a more angled portrait view."
},
{
"item_index": 1,
"dimension": "subject",
"prob... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "woman's face and bouquet",
"attribute": "viewpoint_height_appearance",
"signed_change": "increase",
"change_description": "The portrait reads from a slightly higher, more angled view.",
"visual_evidence"... | null | null |
tight_wide_contrast_10:synthetic_wider | aesrecon::401 | tight_wide_contrast_10 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/7424894bfe06ae82_pre.jpg | images/7424894bfe06ae82_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_11:native_tighter | aesrecon::406 | tight_wide_contrast_11 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/3e8d028b16554a5e_pre.jpg | images/3e8d028b16554a5e_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far and not strongly aligned, so the landmark does not sit prominently with the portrait.",
"action": "Move closer and adjust laterally to place the woman more clearly against the pagoda, reducing the amount of inter... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "lower foreground pavement and side margins",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "Bottom and side empty areas are reduced, making the subject and pago... | null | null |
tight_wide_contrast_11:synthetic_wider | aesrecon::406 | tight_wide_contrast_11 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/11e561ad718f447f_pre.jpg | images/11e561ad718f447f_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_12:native_tighter | aesrecon::453 | tight_wide_contrast_12 | tighter | framing_tighter | [
"framing",
"subject"
] | portrait | aesrecon | images/6be6ae34ac445a7e_pre.jpg | images/6be6ae34ac445a7e_post.jpg | [
{
"item_index": 0,
"dimension": "subject",
"problem": "The pose is awkward and the lowered gaze makes the portrait feel less connected.",
"action": "Direct the subject into a more relaxed pose with the hand near the face and the gaze lifted toward the camera."
},
{
"item_index": 1,
"dime... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "woman's face and upper body",
"attribute": "pose",
"signed_change": "change",
"change_description": "Hand lifts near the face and the head turns into a more relaxed, camera-facing pose.",
"visual_evidence": "Bef... | null | null |
tight_wide_contrast_12:synthetic_wider | aesrecon::453 | tight_wide_contrast_12 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/a923e218db03f6a3_pre.jpg | images/a923e218db03f6a3_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_13:native_tighter | aesrecon::481 | tight_wide_contrast_13 | tighter | framing_tighter | [
"framing",
"subject"
] | portrait | aesrecon | images/6b880f5c6de3b1df_pre.jpg | images/6b880f5c6de3b1df_post.jpg | [
{
"item_index": 0,
"dimension": "subject",
"problem": "The pose looks casual and a little distracting rather than elegantly shaped.",
"action": "Direct a more graceful pose by turning the body slightly, lowering the raised arm, and lifting the chin for a cleaner silhouette."
},
{
"item_index... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "subject silhouette and upper body",
"attribute": "pose",
"signed_change": "change",
"change_description": "Body reads as a side-profile with a lowered arm and lifted chin, creating a cleaner silhouette.",
"visua... | null | null |
tight_wide_contrast_13:synthetic_wider | aesrecon::481 | tight_wide_contrast_13 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/f2078173522b106b_pre.jpg | images/f2078173522b106b_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_14:native_tighter | aesrecon::50 | tight_wide_contrast_14 | tighter | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/ac3a72d05a69cbe1_pre.jpg | images/ac3a72d05a69cbe1_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far away for an engaging portrait.",
"action": "Move closer to the subject and frame her in a tighter waist-up view."
},
{
"item_index": 1,
"dimension": "subject",
"problem": "The pose feels a bit stiff ... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "woman in red swimsuit",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "She occupies much more of the frame, with less surrounding pool and garden visible.",
"visual_evi... | null | camera_position |
tight_wide_contrast_14:synthetic_wider | aesrecon::50 | tight_wide_contrast_14 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/2964674ba98c6ee8_pre.jpg | images/2964674ba98c6ee8_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_15:native_tighter | aesrecon::80 | tight_wide_contrast_15 | tighter | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/959af8cec2d5c239_pre.jpg | images/959af8cec2d5c239_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The shooting position leaves excess foreground and makes the subject feel distant.",
"action": "Move closer and refine the position so the person sits more prominently beneath the canopy’s central swirl."
},
{
"item_index": 1,
... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "lower foreground and stool",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Foreground ground and stool are mostly excluded.",
"visual_evidence": "Before shows a ... | null | null |
tight_wide_contrast_15:synthetic_wider | aesrecon::80 | tight_wide_contrast_15 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/4dd886d34f8eeb25_pre.jpg | images/4dd886d34f8eeb25_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
tight_wide_contrast_16:native_tighter | aesrecon::98 | tight_wide_contrast_16 | tighter | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/9412ea92ed343d23_pre.jpg | images/9412ea92ed343d23_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera feels too high and distant for an intimate portrait.",
"action": "Lower the camera and move closer to emphasize the face and upper body."
},
{
"item_index": 1,
"dimension": "subject",
"problem": "The pose feels... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "subject face and upper body",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The face and torso occupy more of the frame.",
"visual_evidence": "BEFORE shows more room a... | null | camera_position |
tight_wide_contrast_16:synthetic_wider | aesrecon::98 | tight_wide_contrast_16 | wider | framing_wider | [
"framing"
] | portrait | controlled_crop_counterfactual | images/b629d933b89352be_pre.jpg | images/b629d933b89352be_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The framing is excessively tight, cutting away important subject edges or surrounding scene context.",
"action": "Use a wider framing to restore the missing context and keep the important scene elements complete."
}
] | [
{
"dimension": "framing",
"target": "subject and surrounding scene",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the subject edges and surrounding context become visible.",
"confidence": 1,
"support_level": "controlled_degradation"
}
] | null | null |
native_framing_tighter:aesrecon::14 | aesrecon::14 | null | null | framing_tighter | [
"camera_position",
"framing"
] | portrait | aesrecon | images/899b7fb2e1348915_pre.jpg | images/899b7fb2e1348915_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far away and not well aligned with the bridge framing.",
"action": "Move closer and shift position so the bridge arch aligns more directly behind the subject at a more intimate portrait distance."
},
{
"item_... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "framing",
"target": "seated woman",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The seated woman occupies much more of the frame.",
"visual_evidence": "Before she is small within a wide... | null | null |
native_framing_tighter:raw_units_extracted_douyin_portrait:7114198381777521956/2 | raw_units_extracted_douyin_portrait:7114198381777521956/2 | null | null | framing_tighter | [
"framing"
] | architecture | raw_units_extracted_douyin_portrait | images/959f5844217189cf_pre.png | images/959f5844217189cf_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty sky and distracting edge elements weaken the impact of the pole and light cluster.",
"action": "Crop tighter around the top of the pole and trim the edge distractions so the light ring dominates the composition."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "sky around the pole and light ring",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "The ring occupies more of the frame and the surrounding sky feels less empty.",
"... | null | null |
native_framing_tighter:unit_images_by_video_xhs:【拍照教程】这六个万能的拍花技巧，太出片了/unit_004 | unit_images_by_video_xhs:【拍照教程】这六个万能的拍花技巧，太出片了/unit_004 | null | null | framing_tighter | [
"framing"
] | landscape | unit_images_by_video_xhs | images/b4b0d848739479ec_pre.png | images/b4b0d848739479ec_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty sky and distracting edge cutoffs weaken the composition.",
"action": "Crop tighter around the main blossoms and trim away the most distracting edge fragments."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "upper sky area around the blossoms",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "The open sky area becomes smaller relative to the flowers.",
"visual_evidence": "... | null | null |
native_framing_tighter:yt:1a9JTel7LQ0:5 | yt:1a9JTel7LQ0:5 | null | null | framing_tighter | [
"framing"
] | street | youtube | images/26cb9e84eff5838e_pre.png | images/26cb9e84eff5838e_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The frame includes excess outer space and edge clutter, so the walkway and shrine entrance feel less concentrated.",
"action": "Crop in slightly to tighten around the central path, shrine entrance, and right-side food stall while trimming distra... | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "outer edges around the walkway, shrine entrance, and right-side stall",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "The composition becomes more concentrated on the c... | null | null |
native_framing_tighter:yt:-GsO5YLbdSc:9 | yt:-GsO5YLbdSc:9 | null | null | framing_tighter | [
"camera_position",
"framing"
] | landscape | shotpath | images/01f8ac83fac3c622_pre.jpg | images/01f8ac83fac3c622_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far to the right, letting the nearby tree crowd the composition.",
"action": "Shift the camera left and reframe so the tree no longer dominates the edge and the meadow and building sit in a cleaner view."
},
{
... | [
{
"linked_item_indices": [
1
],
"dimension": "framing",
"target": "top sky and bottom pavement",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "Less empty sky and less paved foreground fill the frame.",
"visual_evidence": "BEFORE ha... | null | null |
native_framing_tighter:aesrecon::150 | aesrecon::150 | null | null | framing_tighter | [
"framing",
"subject"
] | portrait | aesrecon | images/0d7c603ae8d51e83_pre.jpg | images/0d7c603ae8d51e83_post.jpg | [
{
"item_index": 0,
"dimension": "subject",
"problem": "The pose feels static and front-facing.",
"action": "Direct the subject into a more playful full-body pose with extended arms, a tilted body, and a lifted leg."
},
{
"item_index": 1,
"dimension": "framing",
"problem": "The compos... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "woman's body pose",
"attribute": "pose",
"signed_change": "change",
"change_description": "Body becomes tilted with one leg lifted and arms spread wide.",
"visual_evidence": "Before: upright, front-facing stance... | null | null |
native_framing_tighter:raw_units_extracted_douyin_portrait:7442678673674652938/3 | raw_units_extracted_douyin_portrait:7442678673674652938/3 | null | null | framing_tighter | [
"camera_position",
"framing"
] | architecture | raw_units_extracted_douyin_portrait | images/2a70ae299ff5d520_pre.png | images/2a70ae299ff5d520_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "An off-center, angled viewpoint makes the entrance look skewed instead of symmetrical.",
"action": "Move to a centered position directly in front of the entrance and keep the camera square to the facade so the columns and doorway align s... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "entrance facade and doorway",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "Facade lines and openings read as more square and symmetrical.",
"visual_evidence":... | null | null |
native_framing_tighter:unit_images_by_video_xhs:原来这就是摄影眼如何发现城市角落里的美/unit_002 | unit_images_by_video_xhs:原来这就是摄影眼如何发现城市角落里的美/unit_002 | null | null | framing_tighter | [
"framing"
] | street | unit_images_by_video_xhs | images/2b2725bc32ed64db_pre.png | images/2b2725bc32ed64db_post.png | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty wall and ground make the bicycle feel less prominent.",
"action": "Crop in tightly around the bicycle and nearby wall details to remove excess pavement and side clutter."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "bicycle with surrounding wall and pavement",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "Blank wall and floor areas are reduced, making the bicycle fill more of the f... | null | null |
native_framing_tighter:yt:-GsO5YLbdSc:1 | yt:-GsO5YLbdSc:1 | null | null | framing_tighter | [
"framing"
] | landscape | youtube | images/56d3ee6150fd6bdc_pre.png | images/56d3ee6150fd6bdc_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty sky and foreground make the subject feel undersized.",
"action": "Crop tighter around the person and railing, trimming excess sky and lower foreground so the subject fills more of the frame."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "person at the railing",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The standing person appears noticeably larger within the frame.",
"visual_evidence": "Before the figure i... | null | null |
native_framing_tighter:yt:1a9JTel7LQ0:13 | yt:1a9JTel7LQ0:13 | null | null | framing_tighter | [
"framing"
] | architecture | shotpath | images/7a5c343f717bb62f_pre.jpg | images/7a5c343f717bb62f_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "A distracting obstruction enters the upper left edge and the composition feels loosely framed.",
"action": "Crop tighter and clean the edges so the statue and pedestal sit more cleanly in the frame."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "upper-left frame edge and surrounding scene edges",
"attribute": "edge_completeness",
"signed_change": "increase",
"change_description": "Edges become cleaner and the distracting corner intrusion is removed.",
"... | null | null |
native_framing_tighter:aesrecon::189 | aesrecon::189 | null | null | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/4df8500d91da3c06_pre.jpg | images/4df8500d91da3c06_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint feels too far away and less intimate.",
"action": "Move closer and adjust the shooting position to create a more engaging portrait perspective on the person on the rock."
},
{
"item_index": 1,
"dimension": "subj... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "woman and rock",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The seated woman fills more of the frame.",
"visual_evidence": "Before is full-body and smaller; after ... | null | null |
native_framing_tighter:unit_images_by_video_xhs:我看到的vs我拍到的培养摄影眼摄影构图 (1)/unit_005 | unit_images_by_video_xhs:我看到的vs我拍到的培养摄影眼摄影构图 (1)/unit_005 | null | null | framing_tighter | [
"framing"
] | street | unit_images_by_video_xhs | images/b8da9c4adb4354c6_pre.png | images/b8da9c4adb4354c6_post.jpeg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The composition feels diluted by excess empty roadway and edge clutter.",
"action": "Crop tighter around the car and the diagonal fence-and-leaves pattern, trimming the left-edge obstruction and some of the open road."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "open roadway around the car",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "Less unused road dominates the frame.",
"visual_evidence": "BEFORE shows more blank road... | null | null |
native_framing_tighter:raw_units_extracted_douyin_portrait:7563655395185888550/2 | raw_units_extracted_douyin_portrait:7563655395185888550/2 | null | null | framing_tighter | [
"camera_position",
"focus",
"framing",
"subject"
] | landscape | raw_units_extracted_douyin_portrait | images/b6d8b19a682b3aef_pre.png | images/b6d8b19a682b3aef_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far back and too elevated for an intimate view of the flowers.",
"action": "Move closer into the lotus bed and lower the camera to flower height."
},
{
"item_index": 1,
"dimension": "subject",
"problem":... | [
{
"linked_item_indices": [
1,
3
],
"dimension": "framing",
"target": "skyline, buildings, and pointing hand",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Distracting non-floral elements disappear from the frame.",
"visual_evidenc... | null | null |
native_framing_tighter:yt:-GsO5YLbdSc:19 | yt:-GsO5YLbdSc:19 | null | null | framing_tighter | [
"framing"
] | portrait | youtube | images/35403b53aca8fa90_pre.png | images/35403b53aca8fa90_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Subject is too small in a wide frame, with distracting tree structure taking over the composition.",
"action": "Crop in much tighter around the person to reduce excess branches and sky and make the subject fill more of the frame."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "person",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The person occupies much more of the frame.",
"visual_evidence": "Before: small figure in a wide canopy; after: person f... | null | null |
native_framing_tighter:yt:1a9JTel7LQ0:25 | yt:1a9JTel7LQ0:25 | null | null | framing_tighter | [
"framing"
] | architecture | shotpath | images/dc7f697881864fe5_pre.png | images/dc7f697881864fe5_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The composition feels too loose, with too much foreground pavement and distracting edge clutter.",
"action": "Crop in more tightly to reduce the foreground pavement and trim the side edges while keeping the walkway and shrine centered."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "foreground pavement and side edge areas",
"attribute": "empty_space_distribution",
"signed_change": "redistribute",
"change_description": "Foreground pavement occupies less of the frame, and the side lantern rows si... | null | null |
native_framing_tighter:yt:29xoGH5AH6M:38 | yt:29xoGH5AH6M:38 | null | null | framing_tighter | [
"framing"
] | street | youtube | images/4f6cb7029b703cac_pre.jpg | images/4f6cb7029b703cac_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The subject is too small in a very wide composition, and excess beach and sky weaken attention on the boat activity.",
"action": "Crop in much tighter around the boat, boarding ramp, and people, trimming most of the empty sky and some of the for... | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "boat, boarding ramp, and people",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The boat and people occupy much more of the frame.",
"visual_evidence": "Before, the boat was s... | null | null |
native_framing_tighter:aesrecon::19 | aesrecon::19 | null | null | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/f084ce6c1347cff1_pre.jpg | images/f084ce6c1347cff1_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too distant and level, so the subject feels smaller and the landmark connection is weaker.",
"action": "Move closer and use a lower, slightly adjusted viewpoint to enlarge the subject and place her more deliberately in r... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "subject",
"target": "woman in white dress",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "She occupies far more of the frame and becomes the clear focal point.",
"visual_evidence": "Befor... | null | null |
native_framing_tighter:raw_units_extracted_douyin_portrait:7567322213327356347/3 | raw_units_extracted_douyin_portrait:7567322213327356347/3 | null | null | framing_tighter | [
"camera_position",
"focus",
"framing",
"subject"
] | architecture | raw_units_extracted_douyin_portrait | images/c8c4a0d4beb9e41a_pre.png | images/c8c4a0d4beb9e41a_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint lets the barrier obscure the scene instead of turning it into intentional framing.",
"action": "Shift position and angle closer to the panel until the perforations line up with the lanterns and illuminated facades as clear ... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "perforated panel and lit scene beyond it",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "Openings line up with lanterns and facades as clear visual windows.",
... | null | null |
native_framing_tighter:unit_images_by_video_xhs:我看到的vs我拍到的拍花的方法发现美/unit_003 | unit_images_by_video_xhs:我看到的vs我拍到的拍花的方法发现美/unit_003 | null | null | framing_tighter | [
"camera_position",
"framing",
"subject"
] | landscape | unit_images_by_video_xhs | images/e933049fd0d7fd72_pre.jpg | images/e933049fd0d7fd72_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The angle into the water is unfavorable and makes the scene feel cluttered.",
"action": "Shift to a different shooting angle or position over the water to reduce reflections and get a clearer top-down view."
},
{
"item_index": 1,... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "entire water surface",
"attribute": "viewpoint_height_appearance",
"signed_change": "increase",
"change_description": "The surface reads more directly from above, with less reflective clutter.",
"visual_... | null | null |
native_framing_tighter:yt:4p0kJ7g8aS4:12 | yt:4p0kJ7g8aS4:12 | null | null | framing_tighter | [
"framing"
] | street | shotpath | images/a47a82280dab8dfb_pre.jpg | images/a47a82280dab8dfb_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "The main subject is too small in the frame and the surrounding pavement and side clutter dilute attention.",
"action": "Crop tighter around the motorcycles and storefront to reduce empty foreground and trim distracting side areas."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "motorcycles and storefront",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The motorcycles and tavern facade appear larger and more dominant within the image.",
"visual_eviden... | null | null |
native_framing_tighter:aesrecon::200 | aesrecon::200 | null | null | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/6b01e1715d7f15b3_pre.jpg | images/6b01e1715d7f15b3_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far back and too side-on, emphasizing the room over the person.",
"action": "Move closer and align the camera to a more front-facing portrait viewpoint centered on the subject."
},
{
"item_index": 1,
"dimens... | [
{
"linked_item_indices": [
0,
2
],
"dimension": "framing",
"target": "subject and surrounding bathroom area",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The person occupies much more of the frame.",
"visual_evidence": "Before shows a... | null | null |
native_framing_tighter:unit_images_by_video_xhs:原来我也能有摄影眼/unit_003 | unit_images_by_video_xhs:原来我也能有摄影眼/unit_003 | null | null | framing_tighter | [
"camera_position",
"framing",
"light_exposure"
] | architecture | unit_images_by_video_xhs | images/efff78fe51a3b0bc_pre.png | images/efff78fe51a3b0bc_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far back, making the foreground barrier compete with the main statue.",
"action": "Move closer and stay centered on the central statue so the altar fills more of the frame and the foreground obstruction is minimized."
... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "central seated statue and altar",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The central statue and pedestal occupy much more of the frame.",
"visual_evidence": "Be... | null | null |
native_framing_tighter:yt:-GsO5YLbdSc:5 | yt:-GsO5YLbdSc:5 | null | null | framing_tighter | [
"framing"
] | landscape | youtube | images/4a232cb36fa511aa_pre.png | images/4a232cb36fa511aa_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much side clutter weakens the path as the main subject.",
"action": "Crop tighter around the trail and the tree tunnel to reduce edge clutter and emphasize the path."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "left and right edge foliage around the trail",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Edge clutter becomes less prominent, letting the path dominate the frame.",
"... | null | null |
native_framing_tighter:yt:4p0kJ7g8aS4:2 | yt:4p0kJ7g8aS4:2 | null | null | framing_tighter | [
"framing"
] | street | shotpath | images/bbd808be4b0a5890_pre.jpg | images/bbd808be4b0a5890_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Distracting edge vehicles and excess empty street weaken the subject emphasis.",
"action": "Crop tighter around the car to remove the edge distractions and reduce the empty foreground."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "left and right edge vehicles and storefront edges",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Edge distractions become much less visible.",
"visual_evidence": "Before... | null | null |
native_framing_tighter:aesrecon::41 | aesrecon::41 | null | null | framing_tighter | [
"camera_position",
"framing",
"subject"
] | portrait | aesrecon | images/9a325e2f5eecb97a_pre.jpg | images/9a325e2f5eecb97a_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far away and too straight-on for a stronger portrait presence.",
"action": "Move closer and slightly forward to make the subject larger and more prominent against the scenery."
},
{
"item_index": 1,
"dimensi... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "woman",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The woman occupies more of the frame and reads as the clear focal point.",
"visual_evidence": "Before she appears full-bo... | null | null |
native_framing_tighter:unit_images_by_video_xhs:原来这就是摄影眼光影构图拍出祖庙的意境/unit_003 | unit_images_by_video_xhs:原来这就是摄影眼光影构图拍出祖庙的意境/unit_003 | null | null | framing_tighter | [
"framing",
"subject"
] | architecture | unit_images_by_video_xhs | images/449edbd02ff1e228_pre.png | images/449edbd02ff1e228_post.png | [
{
"item_index": 0,
"dimension": "subject",
"problem": "Passersby compete with the architecture and weaken focus on the building itself.",
"action": "Photograph when the walkway is empty or wait until people leave the frame so the architecture remains the sole subject."
},
{
"item_index": 1,
... | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "walkway figures beneath the roof",
"attribute": "subject_separation",
"signed_change": "increase",
"change_description": "Foreground people disappear from the composition.",
"visual_evidence": "BEFORE shows seve... | null | null |
native_framing_tighter:yt:-hGQdvqP8V0:15 | yt:-hGQdvqP8V0:15 | null | null | framing_tighter | [
"framing"
] | landscape | youtube | images/5f51ea13c738b018_pre.png | images/5f51ea13c738b018_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty sky and foreground grass makes the main landscape subjects feel undersized.",
"action": "Crop tighter from the top and bottom so the village, cabin, and mountain ridge occupy more of the frame."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "village, cabin, and mountain ridge",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "Main landscape subjects appear larger and more prominent.",
"visual_evidence": "Before they ... | null | null |
native_framing_tighter:yt:52LPVuL57AI:24 | yt:52LPVuL57AI:24 | null | null | framing_tighter | [
"framing"
] | street | shotpath | images/e85ef58e73897e19_pre.png | images/e85ef58e73897e19_post.jpg | [
{
"item_index": 0,
"dimension": "framing",
"problem": "Too much empty border and wall area weakens the subject.",
"action": "Crop tighter around the reflective window and taps to reduce blank margins and give the scene more presence."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "blank margins around the storefront window and taps",
"attribute": "empty_space_distribution",
"signed_change": "decrease",
"change_description": "Less blank border and wall surround the main window scene.",
"vi... | null | null |
native_camera_position:aesrecon::0 | aesrecon::0 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/3da586355088071f_pre.jpg | images/3da586355088071f_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too distant and lets the environment overpower the portrait.",
"action": "Move closer and frame from a more direct, slightly higher viewpoint so the subject and flowers fill more of the image."
},
{
"item_index":... | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "woman and flower bed",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The subject occupies much more of the image.",
"visual_evidence": "Before, she is small within a wide park... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7203285515381050681/1 | raw_units_extracted_douyin_portrait:7203285515381050681/1 | null | null | camera_position | [
"camera_position",
"subject"
] | landscape | raw_units_extracted_douyin_portrait | images/6d8817654fd01917_pre.png | images/6d8817654fd01917_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint feels too far from the boat, making the scene read as a broad overview instead of an intimate lakeside subject.",
"action": "Move closer along the shore and shift the viewpoint toward the right so the boat and bank become l... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "subject",
"target": "boat and right shoreline vegetation",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The boat and bank occupy more of the frame and become the clear foreground focus.",
... | null | null |
native_camera_position:unit_images_by_video_xhs:_“二次构图是一场来自想象力的撒野”/unit_001 | unit_images_by_video_xhs:_“二次构图是一场来自想象力的撒野”/unit_001 | null | null | camera_position | [
"camera_position"
] | architecture | unit_images_by_video_xhs | images/46b88bdc359f5246_pre.png | images/46b88bdc359f5246_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far back, so the motorcycle lacks presence.",
"action": "Move closer and slightly to the right to enlarge the motorcycle and strengthen the reveal from behind the pillar."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "motorcycle",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The motorcycle appears much larger and more prominent.",
"visual_evidence": "AFTER shows the bike filling far more o... | null | null |
native_camera_position:yt:4p0kJ7g8aS4:13 | yt:4p0kJ7g8aS4:13 | null | null | camera_position | [
"camera_position",
"focus"
] | street | shotpath | images/b00f4b83c17e1299_pre.jpg | images/b00f4b83c17e1299_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far away to emphasize the motorcycle.",
"action": "Move closer and adjust the angle so the motorcycle fills more of the frame."
},
{
"item_index": 1,
"dimension": "focus",
"problem": "The motorcycle does... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "motorcycle",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The motorcycle occupies much more of the image.",
"visual_evidence": "Before: it is a smaller object in a wi... | null | null |
native_camera_position:yt:-OZ6yxoaFNk:12 | yt:-OZ6yxoaFNk:12 | null | null | camera_position | [
"camera_position"
] | landscape | youtube | images/296ecbda63b555ba_pre.jpg | images/296ecbda63b555ba_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is set too far back and too oblique, which reduces the waterfall's prominence.",
"action": "Step closer and shift to a more frontal position toward the waterfall so it fills more of the frame and reads more clearly."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "waterfall",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The waterfall occupies much more of the frame.",
"visual_evidence": "Before, the fall is small and distant; a... | null | null |
native_camera_position:aesrecon::10 | aesrecon::10 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/a5b38cad91912bd1_pre.jpg | images/a5b38cad91912bd1_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "A straight eye-level viewpoint makes the aisle scene feel flat.",
"action": "Move to a slightly higher position and angle the camera downward from closer to the display to create a more dynamic perspective."
},
{
"item_index": 1,... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "girl and chip display",
"attribute": "viewpoint_height_appearance",
"signed_change": "increase",
"change_description": "The scene reads from a higher, more downward angle.",
"visual_evidence": "AFTER sho... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7509108724016401704/1 | raw_units_extracted_douyin_portrait:7509108724016401704/1 | null | null | camera_position | [
"camera_position",
"light_exposure",
"subject"
] | architecture | raw_units_extracted_douyin_portrait | images/42ca9ffcaf92101a_pre.png | images/42ca9ffcaf92101a_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far back to maximize the layered arch structure.",
"action": "Move closer along the walkway and fine-tune the angle so the nearest arch fills more of the frame and the repeating arches align more tightly behind it."
... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "arched walkway structure",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The nearest arch and repeating arches occupy more of the frame.",
"visual_evidence": "Before s... | null | null |
native_camera_position:unit_images_by_video_xhs:我看到的VS我拍到的 培养摄影眼/unit_002 | unit_images_by_video_xhs:我看到的VS我拍到的 培养摄影眼/unit_002 | null | null | camera_position | [
"camera_position",
"light_exposure",
"subject"
] | street | unit_images_by_video_xhs | images/9f8751c041ed2eb9_pre.png | images/9f8751c041ed2eb9_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far back and slightly blocked.",
"action": "Step closer and slightly left into the corridor so the storefront runs more prominently along the frame and the obstruction no longer blocks the right side."
},
{
"... | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "storefront wall and right-edge obstruction",
"attribute": "context_visibility",
"signed_change": "increase",
"change_description": "More of the storefront runs through the frame while the right-side blocker disappea... | null | null |
native_camera_position:yt:-OZ6yxoaFNk:17 | yt:-OZ6yxoaFNk:17 | null | null | camera_position | [
"camera_position",
"subject"
] | landscape | youtube | images/63322a3731750c62_pre.jpg | images/63322a3731750c62_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The side-on viewpoint keeps the camera too far from the most interesting water detail.",
"action": "Move closer to the water and aim more directly downward at the reflective surface."
},
{
"item_index": 1,
"dimension": "subje... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "water reflection and surrounding banks",
"attribute": "viewpoint_height_appearance",
"signed_change": "change",
"change_description": "The view reads as more directly downward onto the reflective water.",
... | null | null |
native_camera_position:yt:-TQIsa3miCc:3 | yt:-TQIsa3miCc:3 | null | null | camera_position | [
"camera_position"
] | architecture | shotpath | images/327879766c0a6f65_pre.png | images/327879766c0a6f65_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far to the left, so the building is not shown square-on.",
"action": "Move to a more centered position across the street and align the camera more directly with the facade."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "main building facade",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "The facade reads more square-on and less skewed.",
"visual_evidence": "Before shows the bu... | null | null |
native_camera_position:aesrecon::11 | aesrecon::11 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/7b3c290504bf3048_pre.jpg | images/7b3c290504bf3048_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too high and slightly off-axis, making the scene feel more detached.",
"action": "Move closer and slightly lower, positioning the camera more over the cart so the face turns up toward the lens from a more engaging angle.... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "girl and cart",
"attribute": "viewpoint_height_appearance",
"signed_change": "decrease",
"change_description": "The view becomes lower and more over the cart.",
"visual_evidence": "AFTER shows more top-d... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7568493013190708526/2 | raw_units_extracted_douyin_portrait:7568493013190708526/2 | null | null | camera_position | [
"camera_position",
"light_exposure"
] | street | raw_units_extracted_douyin_portrait | images/ce3b8968291e1010_pre.png | images/ce3b8968291e1010_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint feels awkward and tilted.",
"action": "Move to a straighter side-on position and level the camera so the wall becomes a clean backdrop."
},
{
"item_index": 1,
"dimension": "light_exposure",
"problem": "The l... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "red wall and subject profile",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "The wall reads flatter and the person appears in a clean side profile.",
"visual_e... | null | null |
native_camera_position:unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_001 | unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_001 | null | null | camera_position | [
"camera_position",
"subject"
] | architecture | unit_images_by_video_xhs | images/be61c761b8ec755c_pre.jpg | images/be61c761b8ec755c_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The current position is too far back and obstructed, letting foreground structures and side buildings compete with the church.",
"action": "Move closer and line the camera up more directly toward the church from a clearer spot where the ... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "church towers",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The church becomes much larger in frame.",
"visual_evidence": "Before it sits small in the distance; afte... | null | null |
native_camera_position:yt:-OZ6yxoaFNk:20 | yt:-OZ6yxoaFNk:20 | null | null | camera_position | [
"camera_position",
"subject"
] | landscape | youtube | images/fca225b5a2af62ce_pre.jpg | images/fca225b5a2af62ce_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far from the likely subject to isolate it clearly.",
"action": "Move closer to the flower patch and aim more directly at it so the plants fill the frame instead of the trail."
},
{
"item_index": 1,
"dimen... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "flower patch",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The flower cluster occupies much more of the frame.",
"visual_evidence": "BEFORE shows small flowers withi... | null | null |
native_camera_position:yt:X5No9VuNEqk:5 | yt:X5No9VuNEqk:5 | null | null | camera_position | [
"camera_position"
] | street | shotpath | images/ade4b7010e37d472_pre.png | images/ade4b7010e37d472_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is behind a barrier and a little off-axis.",
"action": "Step forward past the fence and align the camera more directly with the centerline of the walkway."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "walkway and foreground fence",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "The path reads more centrally and directly, with the foreground barrier no longer intr... | null | null |
native_camera_position:aesrecon::112 | aesrecon::112 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/337933330e519320_pre.jpg | images/337933330e519320_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is a little distant and neutral, so the subjects do not feel as prominent or strongly connected to the Ferris wheel.",
"action": "Move closer and lower the camera slightly to make the couple larger in frame and align them m... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "two subjects and Ferris wheel",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The couple occupies more of the frame and feels more prominent against the wheel.",
"visu... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7338735061786709258/2 | raw_units_extracted_douyin_portrait:7338735061786709258/2 | null | null | camera_position | [
"camera_position",
"light_exposure",
"subject"
] | landscape | raw_units_extracted_douyin_portrait | images/a8557264af0d19d0_pre.png | images/a8557264af0d19d0_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too distant and slightly unbalanced.",
"action": "Move to a closer, more level vantage point that places the subject more cleanly against the landscape."
},
{
"item_index": 1,
"dimension": "subject",
"pro... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "subject",
"target": "walking person",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The figure occupies more of the frame.",
"visual_evidence": "Before: tiny distant silhouette; after: la... | null | null |
native_camera_position:unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_002 | unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_002 | null | null | camera_position | [
"camera_position"
] | architecture | unit_images_by_video_xhs | images/b1fd0315eb8943f3_pre.png | images/b1fd0315eb8943f3_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is too far back to isolate the statue cleanly.",
"action": "Move closer and adjust the shooting angle to reduce the surrounding buildings and foreground clutter."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "statue",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The statue fills much more of the frame.",
"visual_evidence": "Before: full statue with wide surroundings; after: statue... | null | null |
native_camera_position:yt:5aKxCQJFUWE:24 | yt:5aKxCQJFUWE:24 | null | null | camera_position | [
"camera_position"
] | portrait | youtube | images/f8f186c87c1899e6_pre.png | images/f8f186c87c1899e6_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera is positioned too far from the human subject to make them feel central.",
"action": "Move closer to the person and frame them more directly so they become the clear foreground subject."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "subject",
"target": "human subject",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The person occupies much more of the frame.",
"visual_evidence": "Before: the person is tiny in the distant park.... | null | null |
native_camera_position:yt:_bi4Q4Hgqck:4 | yt:_bi4Q4Hgqck:4 | null | null | camera_position | [
"camera_position",
"light_exposure",
"subject"
] | street | shotpath | images/88dae2735c94ee97_pre.png | images/88dae2735c94ee97_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far back to emphasize the storefront.",
"action": "Move closer to the corner and aim more directly at the storefront entrance so it fills more of the frame."
},
{
"item_index": 1,
"dimension": "subject",
... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "corner storefront and entrance",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The storefront becomes much larger and more central in the frame.",
"visual_evidence": "... | null | null |
native_camera_position:aesrecon::114 | aesrecon::114 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/3617c772114ede1c_pre.jpg | images/3617c772114ede1c_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too ordinary and does not create much dramatic perspective.",
"action": "Move lower and closer, then aim upward to strengthen the relationship between the people and the ferris wheel."
},
{
"item_index": 1,
"... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "two people and ferris wheel",
"attribute": "viewpoint_height_appearance",
"signed_change": "decrease",
"change_description": "The pair appears larger and the wheel rises more dramatically behind them.",
... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7473689469351218459/2 | raw_units_extracted_douyin_portrait:7473689469351218459/2 | null | null | camera_position | [
"camera_position",
"focus"
] | landscape | raw_units_extracted_douyin_portrait | images/cb904ae61805c401_pre.png | images/cb904ae61805c401_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far away from a specific flower cluster.",
"action": "Move closer and aim at one prominent flower cluster so it becomes the clear subject."
},
{
"item_index": 1,
"dimension": "focus",
"problem": "The ... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "central orange flower cluster",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The main flower cluster appears larger and more dominant.",
"visual_evidence": "Before sh... | null | null |
native_camera_position:unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_003 | unit_images_by_video_xhs:不懂就问，拍成这样算有摄影眼吗/unit_003 | null | null | camera_position | [
"camera_position",
"subject"
] | architecture | unit_images_by_video_xhs | images/2caa04db0efe0e71_pre.png | images/2caa04db0efe0e71_post.png | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far and too far to the side, making the facade distant and partially obstructed.",
"action": "Move closer to the central building and align the camera more directly toward the doorway area to avoid the left-wall obst... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "doorway and front facade",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "The facade reads more front-on and less skewed.",
"visual_evidence": "Before: a side w... | null | null |
native_camera_position:yt:9DjwmghFHdw:2 | yt:9DjwmghFHdw:2 | null | null | camera_position | [
"camera_position",
"light_exposure",
"subject"
] | street | youtube | images/8be02dc04b0f8035_pre.png | images/8be02dc04b0f8035_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The shooting position is too close to the storefront, making the composition feel lopsided and cramped.",
"action": "Move slightly left and aim more down the middle of the sidewalk to balance the building edge against the street side."
... | [
{
"linked_item_indices": [
0,
1
],
"dimension": "framing",
"target": "sidewalk corridor and bicycle",
"attribute": "empty_space_distribution",
"signed_change": "redistribute",
"change_description": "The sidewalk opens more centrally, and the bicycle sits more distinctly in th... | null | null |
native_camera_position:yt:-TQIsa3miCc:6 | yt:-TQIsa3miCc:6 | null | null | camera_position | [
"camera_position"
] | architecture | shotpath | images/cdbcb0fd2c9c9d70_pre.png | images/cdbcb0fd2c9c9d70_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The off-center, low viewpoint skews the storefront and lets foreground objects intrude.",
"action": "Step to a more centered position across from the shop and align the camera more squarely with the facade."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "storefront facade",
"attribute": "perspective_alignment",
"signed_change": "change",
"change_description": "The building face appears less slanted and more head-on.",
"visual_evidence": "BEFORE shows a s... | null | null |
native_camera_position:aesrecon::122 | aesrecon::122 | null | null | camera_position | [
"camera_position",
"subject"
] | portrait | aesrecon | images/780c49bbd671594d_pre.jpg | images/780c49bbd671594d_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The people feel too far away and the angle does not emphasize their interaction well.",
"action": "Move closer and shift to a side or rear angle that brings both people into a more prominent shared composition."
},
{
"item_index"... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "the pair",
"attribute": "perspective_alignment",
"signed_change": "change",
"change_description": "The scene reads from a side/rear angle instead of a frontal solo view.",
"visual_evidence": "Before, the... | null | null |
native_camera_position:raw_units_extracted_douyin_portrait:7541226436443966771/1 | raw_units_extracted_douyin_portrait:7541226436443966771/1 | null | null | camera_position | [
"camera_position",
"subject"
] | landscape | raw_units_extracted_douyin_portrait | images/fc7ffda5531dbd7c_pre.png | images/fc7ffda5531dbd7c_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint does not fully emphasize the tree's scale.",
"action": "Move closer to the base of the tree and aim more steeply upward from below the trunk."
},
{
"item_index": 1,
"dimension": "subject",
"problem": "Compet... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "main tree trunk and canopy",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The tree occupies more of the image and reads as much larger.",
"visual_evidence": "Before, ... | null | null |
native_camera_position:unit_images_by_video_xhs:我看到的VS我拍到的培养摄影眼04/unit_006 | unit_images_by_video_xhs:我看到的VS我拍到的培养摄影眼04/unit_006 | null | null | camera_position | [
"camera_position",
"light_exposure"
] | street | unit_images_by_video_xhs | images/f7324657991c1d8e_pre.png | images/f7324657991c1d8e_post.jpeg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The camera sits too far back, making the scene feel detached.",
"action": "Step forward into the passage and align the camera more directly with the corridor to strengthen the perspective."
},
{
"item_index": 1,
"dimension": ... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "corridor interior and entrance foreground",
"attribute": "context_visibility",
"signed_change": "decrease",
"change_description": "Less outer entrance pavement and facade remain visible, while the tunnel int... | null | null |
native_camera_position:yt:-OZ6yxoaFNk:4 | yt:-OZ6yxoaFNk:4 | null | null | camera_position | [
"camera_position"
] | landscape | youtube | images/a8c77aca700b280d_pre.jpg | images/a8c77aca700b280d_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is too far away and too off to the side, so the wheel lacks presence.",
"action": "Move closer to the water wheel and point the camera more directly toward it."
}
] | [
{
"linked_item_indices": [
0
],
"dimension": "framing",
"target": "water wheel",
"attribute": "subject_scale",
"signed_change": "increase",
"change_description": "The wheel occupies much more of the frame.",
"visual_evidence": "Small wheel in the distant right side becomes a do... | null | null |
native_camera_position:yt:-ufW9ca8sXE:3 | yt:-ufW9ca8sXE:3 | null | null | camera_position | [
"camera_position",
"subject"
] | architecture | shotpath | images/6ea5157823da326f_pre.jpg | images/6ea5157823da326f_post.jpg | [
{
"item_index": 0,
"dimension": "camera_position",
"problem": "The viewpoint is slightly off-axis, which weakens the symmetry and depth.",
"action": "Stand on the central axis of the walkway and aim straight down the corridor."
},
{
"item_index": 1,
"dimension": "subject",
"problem":... | [
{
"linked_item_indices": [
0
],
"dimension": "camera_position",
"target": "corridor arches and floor lines",
"attribute": "perspective_alignment",
"signed_change": "increase",
"change_description": "The corridor reads more square-on and symmetrical around the center aisle.",
"v... | null | null |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
ShotPath GRPO trajectory audit
This audit reconstructs the committed 260-step trajectory by keeping the last logged occurrence of each pair after time-limit rollbacks. It includes compact statistics for every committed group and detailed candidate/judge records plus pre/post images for stratified and contrast samples.
- Downloads last month
- 47