Comments (1)
tucan9389
commented on July 19, 2024
Results
Preparing...
Change training script command
Single Experiment
python train.py \
--dataset_config=config/dataset/ai_challenger-mac.cfg \
--experiment_config=config/training/experiment01-mac.cfg Multiple Experiments
python train.py \
--dataset_config=config/dataset/ai_challenger-mac.cfg \
--experiment_config=config/training/experiment01-mac.cfg;
python train.py \
--dataset_config=config/dataset/ai_challenger-mac.cfg \
--experiment_config=config/training/experiment02-mac.cfg;
python train.py \
--dataset_config=config/dataset/ai_challenger-mac.cfg \
--experiment_config=config/training/experiment03-mac.cfg;
python train.py \
--dataset_config=config/dataset/ai_challenger-mac.cfg \
--experiment_config=config/training/experiment04-mac.cfg;Add new supporting models
- CPM
- MobileNetV2
- ResNet18, ...
- Hourglass
- MobileNetV2
- ResNet18, ...
- SimplePose
- ResNet18
- MobileNetV2
Add future works
- Convert to S4TF
- Rearrange the pre-processing code
- Converting script for Core ML
- Evaluate PCKh with Core ML model(.mlmodel)
from tf2-mobile-2d-single-pose-estimation.
Related Issues (20)
- Implement ModelProvider
- Experiments HOT 9
- Evaluate with MPII
- All in one dataset
- Pre-trained Model Release HOT 3
- Add gif demo on README
- Support hand pose estimation dataset
- Set the layer names when release
- Training trend seems weird on COCO Datasets HOT 1
- Update exp001~exper005
- Regarding changing augmentation to improve accuracy HOT 1
- KeyError: 'extra' in train.py
- Model Files Needed
- Filtering COCO keypoint dataset to single person only and convert it HOT 3
- Convert Eager to Keras fit in training HOT 8
- please provide the code python sniplet for getting keypoints from .pb modela and .tflite file
- getting error while running train.py in windows HOT 1
- RAM memory increases
- How can I add Upsampling2D at end of mv2_cpm?
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from tf2-mobile-2d-single-pose-estimation.