wizyoung / YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
MIT License
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Name of the input tensor and output tensor #143

Open LinYuanNYU opened 5 years ago

LinYuanNYU commented 5 years ago

I'm trying to convert ckpt files into pb files, however I'm confused by the names of the tensors. Does anyone know the name of the output tensor of this model? Thank you.

Here's the name of all tensors in ckpt: tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_11/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_35/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_47/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_32/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_21/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_33/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_18/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_37/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_2/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_4/weights tensor_name: yolov3/yolov3_head/Conv_19/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_12/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_3/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_11/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_9/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_11/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_1/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_12/weights tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_10/weights tensor_name: yolov3/darknet53_body/Conv_25/weights tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_5/weights tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_48/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_37/weights tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_31/weights tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_18/weights tensor_name: yolov3/yolov3_head/Conv_22/biases tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_42/weights tensor_name: yolov3/darknet53_body/Conv_15/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_12/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_14/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_5/weights tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_6/weights tensor_name: yolov3/darknet53_body/Conv_11/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_19/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_31/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_1/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_6/biases/Momentum tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_51/weights tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_27/weights tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_47/weights tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_1/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_1/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_43/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_8/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_50/weights tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_19/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv/weights tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_36/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_4/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_33/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_18/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_6/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_29/weights tensor_name: yolov3/darknet53_body/Conv_4/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_10/weights tensor_name: yolov3/yolov3_head/Conv_22/weights tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_11/weights tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_7/weights tensor_name: yolov3/darknet53_body/Conv/weights tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_17/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_28/weights tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_33/weights tensor_name: yolov3/darknet53_body/Conv_16/weights tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_12/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_12/weights tensor_name: yolov3/darknet53_body/Conv_48/weights tensor_name: yolov3/yolov3_head/Conv_16/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_44/weights tensor_name: yolov3/yolov3_head/Conv_18/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_5/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_5/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_29/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_14/weights tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_38/weights tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_3/weights tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_18/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_17/weights tensor_name: yolov3/darknet53_body/Conv_8/weights tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_10/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_11/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_50/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_39/weights tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_20/weights tensor_name: yolov3/darknet53_body/Conv_33/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_7/weights tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_1/weights tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_11/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_18/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_7/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_40/weights tensor_name: yolov3/yolov3_head/Conv_6/biases tensor_name: yolov3/darknet53_body/Conv_41/weights tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_13/weights tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_32/weights tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_19/weights tensor_name: yolov3/yolov3_head/Conv/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_19/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_10/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_34/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_43/weights tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_4/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_4/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_39/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_27/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_1/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_11/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_19/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_6/weights tensor_name: yolov3/yolov3_head/Conv/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_14/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_30/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_10/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_33/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_20/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_22/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_13/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_6/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_19/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_23/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_26/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_45/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_4/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_1/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_24/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_17/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_21/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_34/weights tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_15/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_12/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_12/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_3/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_18/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_20/weights tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_4/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_5/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_20/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_15/weights tensor_name: yolov3/yolov3_head/Conv_14/weights tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_2/weights tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_7/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_32/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_24/weights tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_21/weights tensor_name: yolov3/darknet53_body/Conv_28/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_13/weights tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_21/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_33/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_2/weights tensor_name: yolov3/darknet53_body/Conv_16/weights/Momentum tensor_name: yolov3/darknet53_body/Conv/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_36/weights tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_16/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_7/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_8/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_8/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_49/weights tensor_name: yolov3/yolov3_head/Conv_13/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_45/weights tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_15/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_42/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_11/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_39/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_43/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_21/weights tensor_name: yolov3/darknet53_body/Conv_5/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_14/biases tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_12/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_17/weights tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_9/weights tensor_name: yolov3/darknet53_body/Conv_33/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_1/weights tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/gamma tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_12/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_9/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_22/biases/Momentum tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_19/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_1/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_30/weights tensor_name: yolov3/darknet53_body/Conv_37/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_44/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_51/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_18/weights tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_50/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_14/biases/Momentum tensor_name: yolov3/darknet53_body/Conv_47/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_42/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_26/weights tensor_name: yolov3/darknet53_body/Conv_41/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_9/weights tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_51/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_12/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_17/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_23/weights tensor_name: yolov3/darknet53_body/Conv_6/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_18/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_13/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_9/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_46/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_46/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_19/weights tensor_name: yolov3/darknet53_body/Conv_46/weights tensor_name: yolov3/darknet53_body/Conv_35/weights tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_49/BatchNorm/gamma/Momentum 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yolov3/darknet53_body/Conv_40/weights/Momentum tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_36/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_14/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_25/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_2/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_16/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_17/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_25/BatchNorm/beta tensor_name: yolov3/yolov3_head/Conv_9/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_29/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_3/weights tensor_name: yolov3/darknet53_body/Conv_4/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_26/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_22/weights tensor_name: yolov3/yolov3_head/Conv_2/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_48/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_16/weights tensor_name: yolov3/darknet53_body/Conv_28/weights/Momentum tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_7/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_24/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_41/BatchNorm/gamma/Momentum tensor_name: yolov3/yolov3_head/Conv_8/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_20/BatchNorm/moving_variance tensor_name: yolov3/yolov3_head/Conv_15/BatchNorm/gamma tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_10/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_18/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_1/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_31/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_40/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_15/weights tensor_name: yolov3/darknet53_body/Conv_34/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_2/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_35/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_3/BatchNorm/beta/Momentum tensor_name: yolov3/yolov3_head/Conv_4/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_22/BatchNorm/moving_mean tensor_name: yolov3/yolov3_head/Conv_11/weights tensor_name: yolov3/yolov3_head/Conv_19/BatchNorm/beta/Momentum tensor_name: yolov3/darknet53_body/Conv_21/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_30/BatchNorm/moving_mean tensor_name: yolov3/darknet53_body/Conv_23/BatchNorm/beta tensor_name: yolov3/darknet53_body/Conv_27/BatchNorm/moving_variance tensor_name: yolov3/darknet53_body/Conv_13/BatchNorm/gamma/Momentum tensor_name: yolov3/darknet53_body/Conv_38/BatchNorm/beta/Momentum

AnikaP commented 5 years ago

Guess I am having a similar issue #148 ... I think you can kind of specify your input tensor name when exporting (see my issue). I also think I know the output node names: output_node_names = ["yolov3/yolov3_head/feature_map_1", "yolov3/yolov3_head/feature_map_2", 'yolov3/yolov3_head/feature_map_3'] anyway, I am struggling finding the detection_boxes, scores etc.

nicholasmireles commented 4 years ago

There should be an output tensor for small, medium, and large objects. The output tensors have the shape <1,x,y,anchors_per_scale, (bb_x, bb_y, bb_w, bb_h, score, [class confidences])>. These are the detections for each anchor at the different scales. You will need to run NMS on these boxes.

JustinMBrown commented 4 years ago

output_node_names = ["yolov3/yolov3_head/feature_map_1", "yolov3/yolov3_head/feature_map_2", 'yolov3/yolov3_head/feature_map_3']

This is the correct output. If you read the paper, in section 2.2 and 2.3, Redmon explains that these three feature maps encode the boxes, objectness score, and class prediction. The method yolov3.predict() just decodes those three tensors into usable components.

yolov3.predict() should honestly be renamed to yolov3.decode_feature_maps() or something to make it clear that it doesn't contain any learnable parameters.

bujianyiwang commented 4 years ago

I want to use yolov3 to predict the number of real-time person from the rtsp stream with suited interval,anyone has the right python file?