object-detection-api Questions

8

I try to install Facebook's Detectron2 followed this official repo. Following that repo, detectron2 can only install on linux. However, I'm working on a server run on Windows operator. Anybody know...
Cordellcorder asked 11/3, 2020 at 8:31

11

Solved

I encountered it while executing from object_detection.utils import label_map_util in jupyter notebook. It is actually the tensorflow object detection tutorial notebook(it comes with the tensorflow...
Heartbroken asked 20/5, 2020 at 20:28

5

I have problems when installing TensorFlow with object detection API. I am follow the step in this URL: https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2.md...
Sherillsherilyn asked 14/6, 2022 at 5:28

1

Link: https://github.com/tensorflow/models/blob/master/research/object_detection/colab_tutorials/eager_few_shot_od_training_tf2_colab.ipynb I have tried the above google colab to train a object det...
Zeidman asked 30/9, 2022 at 7:26

2

After hours of research, I could not find any example on multi-label predictions with object detection API. Basically I would like to predict more than one label per instance in an image. As the im...
Arleta asked 19/3, 2018 at 7:55

4

Solved

I am trying to get started with Tensorflow 2.0 Object Detection API. I have gone through the installation following the official tutorial and I pass all the tests. However, I keep getting an error ...

3

I want to use tensorflow's optimize_for_inference.py script on a frozen Model from the model zoo: the ssd_mobilenet_v1_coco. How do i find/determine the names of the input and output name of the mo...
Shepard asked 11/1, 2018 at 14:57

6

Solved

I'm using tensorflow object detection API, and I want to be able to edit config file dynamically in python, which looks like this. I thought of using protocol buffers library in python, but I'm not...

8

Solved

I got below error message when I run model_main_tf2.py on Object Detection API: Traceback (most recent call last): File "/content/models/research/object_detection/model_main_tf2.py", lin...
Luigiluigino asked 30/12, 2021 at 22:55

1

Hope you're doing great! I didn't really understand these 2 lines from the detectron2 colab notebook tutorial, I tried looking in the official documentation but i didn't understand much, can someon...
Dewey asked 5/10, 2021 at 10:9

3

Solved

I am new to both Python and Tensorflow. I am trying to run the object detection tutorial file from the Tensorflow Object Detection API, but I cannot find where I can get the coordinates of the boun...
Brutalize asked 21/2, 2018 at 20:36

4

Solved

I followed the "Training Custom Object Detector" tutorial (https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/training.html) When running the script to continue tra...
Ohara asked 25/2, 2021 at 17:7

3

System information OS Platform and Distribution: CentOS 7.5.1804 TensorFlow installed from: pip install tensorflow-gpu TensorFlow version: tensorflow-gpu 1.8.0 CUDA/cuDNN version: 9.0/7.1.2 GPU m...
Birdsall asked 19/6, 2018 at 13:6

1

I am using the object detection API to train with a different dataset and I would like to know if it is possible to have sample images of what is reaching the network during the training. I ask t...
Surveying asked 14/11, 2017 at 20:21

1

I've been hand-rolling augmenters using imgaug, as I really like some of the options that are not available in the tf object detection api. For instance, I use motion blur because so much of my dat...
Loeffler asked 13/9, 2019 at 17:9

2

I have trained SSD ResNet V1 model using Tensorflow 2 Object Detection API. Then I wanted to use this model with OpenCV in C++ code. First of all, after training I had three files: checkpoint ckpt...
Bui asked 2/10, 2020 at 12:54

1

Solved

Many people have also faced this issue, but it alway seems to have happened because of some mistake in the command line argument This is the command I'm running !python "/content/drive/My Driv...

3

Solved

Image training is ok with ssd_mobilenet_v1_coco in tensorflow object detection api. getting the error while testing: File "/home/hipstudents/anaconda3/envs/tensorflow_gpuenv/lib/python3.6/site-pa...
Foreskin asked 31/10, 2018 at 19:59

4

I'm running this code that i got from this tutorial I'm trying running the tensorflow object detection api, all code work well, if you run all calls, all cell will works well, and in the end, my im...

6

Solved

I'm trying to train a custom object detection model using tensorflow object detection api. For the training purposes I used pickled image data set for training and as model I used ssd_mobilenet_v1_...
Floreneflorentia asked 30/5, 2018 at 8:20

3

I've updated to Tensorflow 1.9 & the latest master of the Object Detection API. When running a training/evaluation session that worked fine previously (I think version 1.6), the training appear...
Omnivore asked 1/8, 2018 at 15:1

1

Solved

I am training tensorflow object detection API model on the custom dataset i.e. License plate dataset. My goal is to deploy this model to the edge device using tensorflow lite so I can't use any RCN...

3

I have a mac and I am using tensorflow 2.0, python 3.7. I am following the tutorial for creating an object detection model for real-time application. but i am getting the following error: "Dow...
Antineutron asked 22/8, 2019 at 17:32

3

Solved

I try retrain TF Object Detection API model from checkpoint with already .config file for training pipeline with tf.estimator.train_and_evaluate() method like in models/research/object_detection/mo...

1

Solved

I have trained a model with fine-tuning pre-trained model ssd_mobilenet_v2_coco_2018. Here, I have used the exact same pipeline.config file for training which is available inside ssd_mobilenet_v2_c...

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