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... | @@ -81,6 +81,7 @@ Code explanation | ... | @@ -81,6 +81,7 @@ Code explanation |
81 | | ├── codec_proposed.py | 81 | | ├── codec_proposed.py |
82 | | ├── codec_anotherMethod.py | 82 | | ├── codec_anotherMethod.py |
83 | | ├── train_RGB.py | 83 | | ├── train_RGB.py |
84 | +| ├── train_RGB_MS-SSIMloss.py | ||
84 | | └── train_YCbCr.py | 85 | | └── train_YCbCr.py |
85 | ├── PostProcessing | 86 | ├── PostProcessing |
86 | | ├── get_BPP.m | 87 | | ├── get_BPP.m |
... | @@ -121,8 +122,9 @@ PostProcessing: HEVC 또는 VVC에서 Decoding된 영상(10bit, BGR)을 8it, RGB | ... | @@ -121,8 +122,9 @@ PostProcessing: HEVC 또는 VVC에서 Decoding된 영상(10bit, BGR)을 8it, RGB |
121 | codec_allIntra: ALL Intra Compression Codec | 122 | codec_allIntra: ALL Intra Compression Codec |
122 | codec_proposed: First Frame Intra Compression + Other Frame Residual(clip(recon-ref, -0.5, 0.5)+0.5) Compression Codec | 123 | codec_proposed: First Frame Intra Compression + Other Frame Residual(clip(recon-ref, -0.5, 0.5)+0.5) Compression Codec |
123 | codec_anotherMethod: First Frame Intra + Other Frame Residual1(clip(recon-ref, 0, 1)), Residual2(-clip(recon-ref, -1, 0)) Codec | 124 | codec_anotherMethod: First Frame Intra + Other Frame Residual1(clip(recon-ref, 0, 1)), Residual2(-clip(recon-ref, -1, 0)) Codec |
124 | -train_RGB.py: Training code of RGB 444 format residual image | 125 | +train_RGB.py: Training code of RGB 444 format residual image with MSE loss |
125 | -train_YCbCr.py: Training code of YCbCr 444 format residual image | 126 | +train_RGB_MS-SSIMloss.py: Training code of RGB 444 format residual image with MS-SSIM loss |
127 | +train_YCbCr.py: Training code of YCbCr 444 format residual image with MSE loss | ||
126 | 128 | ||
127 | 명령어 | 129 | 명령어 |
128 | ```python | 130 | ```python |
... | @@ -133,8 +135,8 @@ python [train name] -d [data path] --epochs [epochs] -lr [learning rate] -fr [fr | ... | @@ -133,8 +135,8 @@ python [train name] -d [data path] --epochs [epochs] -lr [learning rate] -fr [fr |
133 | ``` | 135 | ``` |
134 | 명령어 예시 | 136 | 명령어 예시 |
135 | ```python | 137 | ```python |
136 | -python examples/codec-Copy2.py encode --model cheng2020-anchor -m mse -q 6 CrowdRun | 138 | +python examples/codec_proposed.py encode --model cheng2020-anchor -m mse -q 6 CrowdRun |
137 | ``` | 139 | ``` |
138 | ```python | 140 | ```python |
139 | -python examples/mse_ycbcr.py -d Data/ --epochs 150 -lr 1e-4 -q 4 --batch-size 16 --cuda --save | 141 | +python examples/train_YCbCr.py -d Data/ --epochs 150 -lr 1e-4 -q 4 --batch-size 16 --cuda --save |
140 | ``` | 142 | ``` |
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