tensorflow-deeplab-resnet
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DrSleep
DeepLab-ResNet rebuilt in TensorFlow
What are the input and output nodes for inference frozen graph? I guess 'fc1_voc12' is the output node but input node name is hard to figure out. Has anyone tried?
changes: few minor changes to keep the project compatible with recent versions of Tensorflow (V1.3.1 in my case) few minor changes to support python 3 inference_webcam.py to apply semantic segmentation...
I'm trying to run tensorflow-deeplab-v3 model on a server to segmentate images that I send. Everything works fine but the problem is every time I send an image the model...
I use my own dataset, but I train using just one image. The loss goes down to as low as 0.004. But when I evaluate using the same image I...
Great work @DrSleep and thank you for sharing. Unfortunately I have not been able to download the augmented segmentation dataset from the Dropbox link which kept failing to be connected....
Hi Vladimir, I was wondering about the training specifics to reproduce 80.1% IoU on validation, which you report. My initial model is **deeplab_resnet_init.ckpt**, which I reckon is a MS-COCO pre-trained...
Can someone help me on how to use feed_dict ? What value I need to pass to in the feed dict key
when i try to finetune a resnet , it will tell me restore from the checkpoint failed , as there lack the tensor named 'beta1_power'
With the network trained on Pascal VOC, and a mIoU of ~70, I get the mask with these strange color blocks. Is this normal, a sign of training inaccuracies, or...