Error - ValueError: Shape must be rank 4 but is rank 2 for 'Pad_7' (op: 'Pad') with input shapes: [?,1024], [4,2].

[mitchross]

(python36) unraid@unraid-ubuntu:~/Desktop/projects/AI-ipcam$ python ai-ipcam.py
Watching for: ['person', 'cat', 'dog', 'bird']
Stream: 'rtsp://192.168.X.XXX/ch0_0.h264'
MQTT broker: '192.168.X.XX'
MQTT topic: 'yicam/motion2'
Show image: 'yes'
Parsing ./cfg/darknet.cfg
Parsing cfg/darknet.cfg
Loading cfg/darknet.weights ...
Successfully identified 29293936 bytes
Finished in 0.006495475769042969s

Building net ...
Source | Train? | Layer description | Output size
-------+--------+----------------------------------+---------------
| | input | (?, 256, 256, 3)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 256, 256, 16)
Load | Yep! | maxp 2x2p0_2 | (?, 128, 128, 16)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 128, 128, 32)
Load | Yep! | maxp 2x2p0_2 | (?, 64, 64, 32)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 64, 64, 64)
Load | Yep! | maxp 2x2p0_2 | (?, 32, 32, 64)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 32, 32, 128)
Load | Yep! | maxp 2x2p0_2 | (?, 16, 16, 128)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 16, 16, 256)
Load | Yep! | maxp 2x2p0_2 | (?, 8, 8, 256)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 8, 8, 512)
Load | Yep! | maxp 2x2p0_2 | (?, 4, 4, 512)
Load | Yep! | conv 3x3p1_1 +bnorm leaky | (?, 4, 4, 1024)
Load | Yep! | avgpool() | (?, 1024)
Traceback (most recent call last):
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1589, in _create_c_op
c_op = c_api.TF_FinishOperation(op_desc)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Shape must be rank 4 but is rank 2 for 'Pad_7' (op: 'Pad') with input shapes: [?,1024], [4,2].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "ai-ipcam.py", line 88, in
tfnet = TFNet(options)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/darkflow/net/build.py", line 75, in init
self.build_forward()
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/darkflow/net/build.py", line 115, in build_forward
state = op_create(*args)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/darkflow/net/ops/init.py", line 27, in op_create
return op_typeslayer_type
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/darkflow/net/ops/baseop.py", line 42, in init
self.forward()
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/darkflow/net/ops/convolution.py", line 69, in forward
temp = tf.pad(self.inp.out, [[0, 0]] + pad + [[0, 0]])
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/ops/array_ops.py", line 1881, in pad
result = gen_array_ops.pad(tensor, paddings, name=name)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/ops/gen_array_ops.py", line 4681, in pad
"Pad", input=input, paddings=paddings, name=name)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3414, in create_op
op_def=op_def)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1756, in init
control_input_ops)
File "/home/unraid/anaconda3/envs/python36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1592, in _create_c_op
raise ValueError(str(e))
ValueError: Shape must be rank 4 but is rank 2 for 'Pad_7' (op: 'Pad') with input shapes: [?,1024], [4,2].