Dan

@rkaskman how did you achieve the profiler tool. I have set the `--profile` flag and a `profile_batch=2` and I am not getting anything in tensorboard.

I found out I need to install the tensorboard-plugin-profile. My bad!

> @cgeller if you have exported the model as saved model, then you can also use something like the flowing code for inference: (test images are labeled img0.jpg to img99.jpg...

Hi @Steve-2040 Now it is working perfectly, thanks!  . I will be using this code to create the confusion matrix for object detection. I will be...

@Steve-2040 One question. This code will be similar for the frozen_model.pb, right? I mean, the loading model part!

I have the same! I changed in the `tf2/train.py` `if 'train' in FLAGS.mode:` to `if 'train' == FLAGS.mode:` And this is my command: ``` python3 train.py --mode=traineval \ --model_dir=/home/daniel_tobon/workspace/result \...

@gdy2021 @achukhrov-ffr-team I found out that the problem was with the batch size. I still don know why is this happening, but I tested with: ``` --backbone_ref=efficientdet-d0 --num_epochs=15 --num_examples_per_epoch=500 --batch_size=6...

@fsx950223 what if I am using the pascal VOC annotation. Will I need that file as well?

It seems that problem only happens when the validation dataset is too small

@hannaSkyrim I am trying to calculate the confusion matrix. Did you calculate IOU? could you explain to me the steps needed? I found a repo where the author [cm-tf2](https://github.com/svpino/tf_object_detection_cm) explains...