models
https://github.com/tensorflow/models
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Models and examples built with TensorFlow
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- Issues
- Loading checkpoints into inference mode produces bad inference results
- ssd_mobilenet_v2_320x320_coco17_tpu-8 for object detection on GPU using Tensorflow 2 "INFO:tensorflow:depth of additional conv before box predictor: 0" and "WARNING:tensorflow:Skipping full serialization of Keras layer <object_detection.meta_architectures.ssd_meta_arch.SSDMetaArch object at 0x7f51187a02b0>, because it is not built. W0423 10:47:57.954887 139987999496000 save_impl.py:77] Skipping full serialization of Keras layer <object_detection.meta_architectures.ssd_meta_arch.SSDMetaArch object at 0x7f51187a02b0>, because it is not built."
- How to see the detailed model specificatioin like model.summary in keras for object detection models like MobileNetSSD ?
- DeeplabV3+ is not converging with custom dataset
- Tensorflow 2 Object Detection API - Training MobileNet v2 from scratch
- model_main problems
- Resnet50 pretrained model for fine tuning, the model is not convergence
- Unable to load models from saved checkpoints
- pascal_voc_detection_metrics gives very low scores for first category in label_map
- Object detection training and inference issues
- Docs
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