error while running eval.py tensorflow object detection api
When I run the eval.py script, the images are evaluated and in the logs I can see that visualizations are also created on the images.
I have set num_examples to 50 in the pipeline.config. However, 50 images are not evaluated. After evaluation of some 9 images (which varies a lot - sometimes 5, sometimes 4), I get an error that ValueError: Image with id 1531471339_visible.png already added.
I am not sure where I am going wrong.
Note: This is my own dataset that I've trained.
I also tried different machines, and still the same error.
eval config:
eval_config {
num_examples: 50
use_moving_averages: false
}
eval_input_reader {
label_map_path: "/home/path/to/labelmap.pbtxt"
tf_record_input_reader {
input_path: "/home/path/to/file.tfrecord"
}
}
python tensorflow object-detection object-detection-api
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
add a comment |
When I run the eval.py script, the images are evaluated and in the logs I can see that visualizations are also created on the images.
I have set num_examples to 50 in the pipeline.config. However, 50 images are not evaluated. After evaluation of some 9 images (which varies a lot - sometimes 5, sometimes 4), I get an error that ValueError: Image with id 1531471339_visible.png already added.
I am not sure where I am going wrong.
Note: This is my own dataset that I've trained.
I also tried different machines, and still the same error.
eval config:
eval_config {
num_examples: 50
use_moving_averages: false
}
eval_input_reader {
label_map_path: "/home/path/to/labelmap.pbtxt"
tf_record_input_reader {
input_path: "/home/path/to/file.tfrecord"
}
}
python tensorflow object-detection object-detection-api
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
Please post your.configfor more detailed help. How many images does your evaluation set contain?
– Janikan
Nov 13 '18 at 14:07
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
Usually this appears if the dataset is too small fornum_examplesand images are used twice. Did you check your eval set for duplicates?
– Janikan
Nov 13 '18 at 14:31
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32
add a comment |
When I run the eval.py script, the images are evaluated and in the logs I can see that visualizations are also created on the images.
I have set num_examples to 50 in the pipeline.config. However, 50 images are not evaluated. After evaluation of some 9 images (which varies a lot - sometimes 5, sometimes 4), I get an error that ValueError: Image with id 1531471339_visible.png already added.
I am not sure where I am going wrong.
Note: This is my own dataset that I've trained.
I also tried different machines, and still the same error.
eval config:
eval_config {
num_examples: 50
use_moving_averages: false
}
eval_input_reader {
label_map_path: "/home/path/to/labelmap.pbtxt"
tf_record_input_reader {
input_path: "/home/path/to/file.tfrecord"
}
}
python tensorflow object-detection object-detection-api
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
When I run the eval.py script, the images are evaluated and in the logs I can see that visualizations are also created on the images.
I have set num_examples to 50 in the pipeline.config. However, 50 images are not evaluated. After evaluation of some 9 images (which varies a lot - sometimes 5, sometimes 4), I get an error that ValueError: Image with id 1531471339_visible.png already added.
I am not sure where I am going wrong.
Note: This is my own dataset that I've trained.
I also tried different machines, and still the same error.
eval config:
eval_config {
num_examples: 50
use_moving_averages: false
}
eval_input_reader {
label_map_path: "/home/path/to/labelmap.pbtxt"
tf_record_input_reader {
input_path: "/home/path/to/file.tfrecord"
}
}
python tensorflow object-detection object-detection-api
python tensorflow object-detection object-detection-api
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
edited Nov 13 '18 at 14:21
nirvair
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
asked Nov 13 '18 at 11:14
nirvairnirvair
1,00711640
1,00711640
Please post your.configfor more detailed help. How many images does your evaluation set contain?
– Janikan
Nov 13 '18 at 14:07
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
Usually this appears if the dataset is too small fornum_examplesand images are used twice. Did you check your eval set for duplicates?
– Janikan
Nov 13 '18 at 14:31
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32
add a comment |
Please post your.configfor more detailed help. How many images does your evaluation set contain?
– Janikan
Nov 13 '18 at 14:07
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
Usually this appears if the dataset is too small fornum_examplesand images are used twice. Did you check your eval set for duplicates?
– Janikan
Nov 13 '18 at 14:31
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32
Please post your
.config for more detailed help. How many images does your evaluation set contain?– Janikan
Nov 13 '18 at 14:07
Please post your
.config for more detailed help. How many images does your evaluation set contain?– Janikan
Nov 13 '18 at 14:07
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
Usually this appears if the dataset is too small for
num_examples and images are used twice. Did you check your eval set for duplicates?– Janikan
Nov 13 '18 at 14:31
Usually this appears if the dataset is too small for
num_examples and images are used twice. Did you check your eval set for duplicates?– Janikan
Nov 13 '18 at 14:31
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32
add a comment |
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Please post your
.configfor more detailed help. How many images does your evaluation set contain?– Janikan
Nov 13 '18 at 14:07
There are 215 images in the eval set.
– nirvair
Nov 13 '18 at 14:20
Usually this appears if the dataset is too small for
num_examplesand images are used twice. Did you check your eval set for duplicates?– Janikan
Nov 13 '18 at 14:31
Yes, I checked for duplicates. No duplicates found.
– nirvair
Nov 13 '18 at 14:32