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Training issue with the real data! #2

@muxiddin19

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@muxiddin19

Great work! However, I could face difficulty with running code using real data. Training and testing with synth data are okay. However, there is an issue related to real data. It seems you have not provide real data. Your paper was published in 2020, while your real data made in 2023, and obviously structure are totally different. Below, I will provide real data structure obtained after running dataset/import_data.py:

  1. Before downloading real data:
    data1/fish/0108/0877.png,data1/fish/joints/0877_leap.txt
    data1/fish/0108/0170.png,data1/fish/joints/0170_leap.txt
    data1/fish/0108/0995.png,data1/fish/joints/0995_leap.txt
    data1/fish/0108/0447.png,data1/fish/joints/0447_leap.txt
    data1/fish/0108/0867.png,data1/fish/joints/0867_leap.txt
    data1/fish/0108/0127.png,data1/fish/joints/0127_leap.txt
    data1/fish/0108/0637.png,data1/fish/joints/0637_leap.txt
    data1/fish/0108/0019.png,data1/fish/joints/0019_leap.txt
    data1/fish/0108/0232.png,data1/fish/joints/0232_leap.txt

  2. After downloading real data:
    DeepFisheyeDataset-real/controlled-env/images/real-131.png,DeepFisheyeDataset-real/controlled-env/joints/real-131_leap.txt
    DeepFisheyeDataset-real/controlled-env/images/real-179.png,DeepFisheyeDataset-real/controlled-env/joints/real-179_leap.txt
    DeepFisheyeDataset-real/controlled-env/images/real-45.png,DeepFisheyeDataset-real/controlled-env/joints/real-45_leap.txt
    DeepFisheyeDataset-real/controlled-env/images/real-326.png,DeepFisheyeDataset-real/controlled-env/joints/real-326_leap.txt
    DeepFisheyeDataset-real/controlled-env/images/real-3.png,DeepFisheyeDataset-real/controlled-env/joints/real-3_leap.txt

Here is a training issues respectively:

  1. File "/home/spacetop/SpaceTop/DeepFisheyeNet/dataset/real_dataset.py", line 26, in getitem
    hand.load_data(self.img_size, is_flip = is_flip)
    File "/home/spacetop/SpaceTop/DeepFisheyeNet/dataset/data_model.py", line 17, in load_data
    self.joints_3d = self._parse_joints(self.fn_3d_joints)
    File "/home/spacetop/SpaceTop/DeepFisheyeNet/dataset/data_model.py", line 39, in _parse_joints
    with open(filename, 'r') as f:
    FileNotFoundError: [Errno 2] No such file or directory: 'data1/fish_depth/joints/1014_leap.txt'

  2. ataset.py", line 26, in getitem
    hand.load_data(self.img_size, is_flip = is_flip)
    File "/home/spacetop/SpaceTop/DeepFisheyeNet/dataset/data_model.py", line 17, in load_data
    self.joints_3d = self._parse_joints(self.fn_3d_joints)
    File "/home/spacetop/SpaceTop/DeepFisheyeNet/dataset/data_model.py", line 39, in _parse_joints
    with open(filename, 'r') as f:
    FileNotFoundError: [Errno 2] No such file or directory: 'DeepFisheyeDataset-real/vertial-and-horizontal/joints/real-73_leap.txt'

Can you please guide with this solution?

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