hahattpro / crowd_counting_framework (public) (License: Unspecified) (since 2020-12-23) (hash sha1)
backupfrom https://github.com/ttpro1995/crowd_counting_framework
Clone URLs: https://rocketgit.com/user/hahattpro/crowd_counting_framework ssh://rocketgit@ssh.rocketgit.com/user/hahattpro/crowd_counting_framework git://git.rocketgit.com/user/hahattpro/crowd_counting_framework
debug/a-1 develop feature/add_can_adcrowdnet feature/add_context_aware_network feature/attn_can_adcrowd_simple feature/cache_dataloader feature/compact_cnn feature/compare_with_original_count feature/dataloader_not_divide_8 feature/debug_viz feature/documentation feature/improve_density_gen feature/improve_loss_fn feature/loader_full_and_augment feature/refactor-dataflow feature/refactor_ccnn_basecode feature/save_best feature/simple_cometml feature/train_context_aware_network_on_shtA feature/train_dev_test_split hotfix/fix_visualize_data_loader master meow_exp server-training with_apex

/evaluator.py (35cc7bfe48a4ed8dc56635fd3a6763612d8af771) (428 bytes) (mode 100644) (type blob)


class MAECalculator:
    def __init__(self):
        self.count = 0
        self.mae_sum = 0

    def get_mae(self):
        return self.mae_sum / self.count

    def eval(self, y_pred, y_true):
        pred_count = y_pred.sum()
        true_count = y_true.sum()
        mae = abs(pred_count - true_count)
        self.mae_sum += mae
        self.count += 1

    def reset(self):
        self.count = 0
        self.mae_sum = 0

Mode Type Size Ref File
100644 blob 42 35eb2d2be02bde3d859e08bfd0a4a87849fc2495 .gitignore
100644 blob 176 929964f43dfbe980009a73463fef2d8b6bbeb973 README.md
100644 blob 2440 e7f4e6db4a2a8801380e231ade5babaa15012492 args_util.py
040000 tree - 5e9d7f0e1fd3a9e4d5a37f3d6de0c3ecd3125af8 backup_notebook
040000 tree - 55d1d196f5b6ed4bfc1e8a715df1cfff1dd18117 bug
100644 blob 1775 1165f1aba0814b448a3595a32bd74f1967509509 crowd_counting_error_metrics.py
100644 blob 9434 2d67c3325166241414194d88f5358297a9ac0d5a data_flow.py
040000 tree - c6749f18a4aed2bde949801eaf79004a1495efcc dataset_script
100644 blob 428 35cc7bfe48a4ed8dc56635fd3a6763612d8af771 evaluator.py
100644 blob 160 836144a442570bb6e334d00b7bd9dcfbb267fa0c hard_code_variable.py
100644 blob 10392 9cfb5ccb8d01e9a2039d9e6e23715064630c5bef main_pacnn.py
100644 blob 2760 3c2d5ba1c81ef2770ad216c566e268f4ece17262 main_shanghaitech.py
100644 blob 2683 29189260c1a2c03c8e59cd0b4bd61df19d5ce098 main_ucfcc50.py
100644 blob 815 eeb34682e8425776dc9e70326a77c2333ae10e5c model_util.py
040000 tree - 8b34193c0ef969d4fb25ec61642d3f9ea1db2c33 models
040000 tree - 970ac54d8293aed6667e016f2245547f3a5449c3 pytorch_ssim
040000 tree - 46b3d7a0d3dee92803855a3d7d2d1f859eb5a9a5 train_script
100644 blob 2211 b515bbd87e60ba409f34cf3060d45d798acf683c visualize_data_loader.py
100644 blob 611 4064de3335374a5d537060f597c1a41c1d305ad0 visualize_util.py
Hints:
Before first commit, do not forget to setup your git environment:
git config --global user.name "your_name_here"
git config --global user.email "your@email_here"

Clone this repository using HTTP(S):
git clone https://rocketgit.com/user/hahattpro/crowd_counting_framework

Clone this repository using ssh (do not forget to upload a key first):
git clone ssh://rocketgit@ssh.rocketgit.com/user/hahattpro/crowd_counting_framework

Clone this repository using git:
git clone git://git.rocketgit.com/user/hahattpro/crowd_counting_framework

You are allowed to anonymously push to this repository.
This means that your pushed commits will automatically be transformed into a merge request:
... clone the repository ...
... make some changes and some commits ...
git push origin main