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izackwuizackwu
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Wrap all these rubbish up
1 parent 1ae6ea6 commit 381d1ab

42 files changed

Lines changed: 685 additions & 17 deletions

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‎qa4camera/eval.py‎

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@@ -79,7 +79,7 @@ def eval_scene(model, scene_folder, crop_size=(500, 500), sort_result=None):
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if __name__ == "__main__":
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is_cuda = True
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model = torch.load("./model/resnet50-test-1e-5.pth").cuda()
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model = torch.load("./model/resnet50extended-full-1e-5.pth").cuda()
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scenes = range(81, 101)
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all_srcc = []
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for s in scenes:
@@ -90,7 +90,8 @@ def eval_scene(model, scene_folder, crop_size=(500, 500), sort_result=None):
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(500, 500),
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f"/root/dataset/score_and_sort/Training/sort/{s:03d}.csv",
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)
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# print(result)
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for k in sorted(result.keys()):
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print(k, result[k])
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print(f"SRCC: {srcc}")
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all_srcc.append(srcc)
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print(f"Overall SRCC: {np.mean(all_srcc, axis=0)}")

‎qa4camera/submission-resnet50/001.csv‎

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,Color,Exposure,Noise,Texture
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A_001.jpg,13,15,15,15
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B_001.jpg,12,11,11,11
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C_001.jpg,4,3,4,3
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D_001.jpg,14,13,12,13
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E_001.jpg,9,9,8,9
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F_001.jpg,2,2,2,2
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G_001.jpg,3,4,3,4
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H_001.jpg,11,12,13,12
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I_001.jpg,1,1,1,1
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J_001.jpg,7,7,7,8
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K_001.jpg,8,8,9,7
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L_001.jpg,10,10,10,10
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M_001.jpg,6,6,5,5
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N_001.jpg,5,5,6,6
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O_001.jpg,15,14,14,14

‎qa4camera/submission-resnet50/002.csv‎

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,Color,Exposure,Noise,Texture
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A_002.jpg,14,14,15,12
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B_002.jpg,7,10,10,10
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C_002.jpg,6,8,9,6
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D_002.jpg,12,12,13,14
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E_002.jpg,2,2,2,3
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F_002.jpg,10,9,8,8
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G_002.jpg,15,15,12,13
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H_002.jpg,4,3,3,4
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I_002.jpg,1,1,1,1
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J_002.jpg,5,6,5,5
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K_002.jpg,3,4,4,7
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L_002.jpg,13,13,14,15
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M_002.jpg,9,5,7,9
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N_002.jpg,8,7,6,2
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O_002.jpg,11,11,11,11

‎qa4camera/submission-resnet50/003.csv‎

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,Color,Exposure,Noise,Texture
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A_003.jpg,12,14,6,11
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B_003.jpg,11,13,10,12
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C_003.jpg,4,4,9,4
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D_003.jpg,13,11,12,15
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E_003.jpg,6,6,11,10
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F_003.jpg,9,8,13,9
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G_003.jpg,10,10,8,8
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H_003.jpg,1,1,1,1
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I_003.jpg,2,2,5,6
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J_003.jpg,15,15,15,14
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K_003.jpg,5,5,4,5
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L_003.jpg,3,3,7,7
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M_003.jpg,7,7,2,2
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N_003.jpg,8,12,3,3
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O_003.jpg,14,9,14,13

‎qa4camera/submission-resnet50/004.csv‎

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,Color,Exposure,Noise,Texture
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A_004.jpg,14,14,14,14
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B_004.jpg,12,11,10,11
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C_004.jpg,10,15,15,15
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D_004.jpg,7,6,5,7
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E_004.jpg,8,2,6,3
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F_004.jpg,3,8,7,10
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G_004.jpg,11,4,8,8
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H_004.jpg,4,10,4,5
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I_004.jpg,1,12,11,12
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J_004.jpg,6,9,9,6
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K_004.jpg,2,3,1,4
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L_004.jpg,15,13,13,13
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M_004.jpg,9,5,3,2
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N_004.jpg,5,1,2,1
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O_004.jpg,13,7,12,9

‎qa4camera/submission-resnet50/005.csv‎

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,Color,Exposure,Noise,Texture
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A_005.jpg,15,14,13,15
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B_005.jpg,11,10,12,12
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C_005.jpg,13,11,9,10
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D_005.jpg,6,5,4,2
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E_005.jpg,8,7,3,9
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F_005.jpg,2,2,8,5
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G_005.jpg,12,8,7,8
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H_005.jpg,3,3,5,6
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I_005.jpg,1,15,15,14
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J_005.jpg,5,12,11,11
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K_005.jpg,4,1,10,3
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L_005.jpg,10,9,6,7
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M_005.jpg,14,13,14,13
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N_005.jpg,9,4,1,1
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O_005.jpg,7,6,2,4

‎qa4camera/submission-resnet50/006.csv‎

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,Color,Exposure,Noise,Texture
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A_006.jpg,13,13,14,12
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B_006.jpg,3,3,4,1
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C_006.jpg,11,9,11,9
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D_006.jpg,14,14,13,13
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E_006.jpg,4,5,9,8
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F_006.jpg,6,6,6,11
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G_006.jpg,8,8,10,5
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H_006.jpg,5,4,1,2
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I_006.jpg,1,1,3,4
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J_006.jpg,7,7,8,7
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K_006.jpg,2,2,2,3
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L_006.jpg,15,15,15,14
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M_006.jpg,10,10,5,6
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N_006.jpg,12,11,7,10
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O_006.jpg,9,12,12,15

‎qa4camera/submission-resnet50/007.csv‎

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,Color,Exposure,Noise,Texture
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A_007.jpg,4,6,7,8
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B_007.jpg,8,8,9,7
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C_007.jpg,5,3,6,5
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D_007.jpg,11,9,14,13
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E_007.jpg,10,14,13,14
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F_007.jpg,3,5,2,3
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G_007.jpg,13,11,11,10
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H_007.jpg,9,7,8,12
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I_007.jpg,2,2,3,2
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J_007.jpg,12,10,10,9
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K_007.jpg,14,13,12,11
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L_007.jpg,1,1,1,1
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M_007.jpg,6,4,4,6
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N_007.jpg,7,12,5,4
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O_007.jpg,15,15,15,15

‎qa4camera/submission-resnet50/008.csv‎

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,Color,Exposure,Noise,Texture
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A_008.jpg,14,13,15,13
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B_008.jpg,5,14,8,7
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C_008.jpg,8,7,6,9
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D_008.jpg,15,15,10,15
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E_008.jpg,2,5,5,14
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F_008.jpg,1,1,1,1
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G_008.jpg,10,9,11,10
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H_008.jpg,4,3,3,4
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I_008.jpg,3,2,4,2
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J_008.jpg,13,12,14,12
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K_008.jpg,11,10,12,6
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L_008.jpg,6,6,9,8
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M_008.jpg,9,8,7,5
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N_008.jpg,7,4,2,3
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O_008.jpg,12,11,13,11

‎qa4camera/submission-resnet50/009.csv‎

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,Color,Exposure,Noise,Texture
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A_009.jpg,9,11,5,5
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B_009.jpg,15,12,15,12
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C_009.jpg,6,2,9,10
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D_009.jpg,12,13,14,13
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E_009.jpg,8,8,8,11
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F_009.jpg,5,4,4,1
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G_009.jpg,10,9,10,8
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H_009.jpg,13,14,6,7
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I_009.jpg,1,1,1,3
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J_009.jpg,3,6,11,9
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K_009.jpg,7,7,7,6
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L_009.jpg,11,10,13,15
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M_009.jpg,4,5,3,2
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N_009.jpg,2,3,2,4
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O_009.jpg,14,15,12,14

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