I'm working on some stuff related to object detection methods (YOLOv3, Faster-RCNN, RetinaNet, ... ) and I need to train on VOC2007 and VOC2012 (using pretrained models of course). However when I r...

I usually just use train.py to train using Tensorflow Object Detection API. However, I read from https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/discussion/68581 that you can also use m...

I would like to train a Mobilenet SSD Model on a custom dataset. I have looked into the workflow of retraining a model and noticed the image_resizer{} block in the config file: https://github.com...

I have trained a faster rcnn model with a custom dataset using Tensorflow's Object Detection Api. Over time I would like to continue to update the model with additional images (collected weekly). T...

I am training Tensorflow Object detection on Windows 10using faster_rcnn_inception_v2_coco as pretrained model. I'm on Windows 10, with tensorflow-gpu 1.6 on NVIDIA GeForce GTX 1080, CUDA 9.0 and C...

I'm using Tensorflow object detection API and working on pretrainedd ssd-mobilenet model. is there a way to extact the last global pooling of the mobilenet for each bbox as a feature vector? I can'...

I am using TF Object Detection API for training a model that I will eventually deploy using tf-serving. I plan to take the output of this network (at intermediate CNN layers) and build additional n...

I would like to have my custom list of metrics when evaluating an instance segmentation model in Tensorflow's Object Detection API, which can be summarized as follows; Precision values for IOUs o...

I started using the cocoapi to evaluate a model trained using the Object Detection API. After reading various sources that explain mean average precision (mAP) and recall, I am confused with the "m...

I have trained an SSD Mobilenet model with custom dataset(Battery). Sample image of the battery is given below and also attached the config file which I used to train the model. When the object...

I am using Tensorflow's Object Detection API in training. In which file, the freezed layers are defined to fine-tune the model in training. I need to experiment changing freezed layers in fine-tun...

I would like to evaluate a custom-trained Tensorflow object detection model on a new test set using Google Cloud. I obtained the inital checkpoints from: https://github.com/tensorflow/models/blob/...

I'm trying to figure out the easiest way to run object detection from a Tensorflow model (Inception or mobilenet) in an iOS app. I have iOS Tensorflow image classification working in my own app an...

I've tried to search the answer in the documentation, the code and here but I had no luck. I'd like to know what is the final number of images that are generated by the data augmentation using the ...

I have a trained model (Faster R-CNN) which I exported using export_inference_graph.py to use for inference. I'm trying to understand the difference between the created frozen_inference_graph.pb an...

I am trying to detect some very small object (~25x25 pixels) from large image (~ 2040, 1536 pixels) using faster rcnn model from object_detect_api from here https://github.com/tensorflow/models/tre...

I am training an object detection network using Tensorflow's object detection, https://github.com/tensorflow/models/tree/master/research/object_detection I can successfully train a network based ...

I'm trying to run Object Detection API locally. I believe I have everything set up as described in the TensorFlow Object Detection API documents, however, when I'm trying to run model_main.py, th...

Is there any way to specify hyper-parameter optimisation like Hyperopt or other in the config file of object detection API to fine tune the model?

I'm working on an object detection problem using Tensorflow's Object Detection API, specifically the facessd model trained on the open images dataset. Can anyone clarify what anchor_strides must ...

I've been trying to run the Object detection API, at the point to test if the instalation worked: python object_detection/builders/model_builder_test.py I got the following error: File "objec...

I'm using Tensorflow Object Detection API to train an object detection model using transfer learning. Specifically, I'm using ssd_mobilenet_v1_fpn_coco from the model zoo, and using the sample pipe...

I am currently reading up on SSD Single Shot Detector and there is a term that I am struggling to understand. The term is "head". When I hear this word, I think of the head of the network, as in th...

I am new here. I recently started working with object detection and decided to use the Tensorflow object detection API. But, when I start training the model, it does not display the global step lik...

I am super new to the field of object detection. I was wondering if anyone can help me somehow on how I can download and use the object detection datasets such as coco or pascal. When I go to their...