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Questions tagged [mobilenet]

205 questions
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4 answers

Retrain image detection with MobileNet

Several ways of retraining MobileNet for use with Tensorflow.js have failed for me. Is there any way to use a retrained model with Tensorflow.js? Both using the modern, hub-based tutorial, as well as using retrain.py seem to fail. Convert output of…
serv-inc
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How is MobileNet V3 faster than V2?

Here's the link to the paper regarding MobileNet V3. MobileNet V3 According to the paper, h-swish and Squeeze-and-excitation module are implemented in MobileNet V3, but they aim to enhance the accuracy and don't help boost the speed. h-swish is…
Jefferson Chiu
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Fine Tuning Pretrained Model MobileNet_V2 in Pytorch

I am new to pyTorch and I am trying to Create a Classifier where I have around 10 kinds of Images Folder Dataset, for this task I am using Pretrained model( MobileNet_v2 ) but the problem is I am not able to change the FC layer of it. There is not…
Sachin Sharma
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Transfer learning on MobileNetV3 reaches plateau and I can't move past it

I'm trying to do transfer learning on MobileNetV3-Small using Tensorflow 2.5.0 to predict dog breeds (133 classes) and since it got reasonable accuracy on the ImageNet dataset (1000 classes) I thought it should have no problem adapting to my…
kynnemall
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SSD mobilenet model does not detect objects at longer distances

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 is closer to the camera(tested with webcam) it…
Dinesh
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What does FPN in SSD MobileNet V2 FPNLite 320x320 stand for?

I was looking at the TensorFlow 2.0 Detection Zoo recently and found the SSD MobileNet V2 FPNLite 320x320 pre-trained model and was wondering what the FPN part in "FPNLite" means/stands for.
Mr. Ace
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How to modify ssd mobilenet config to detect small objects using tensorflow object detection API?

I am trying to detect small objects from ipcam videostreams using ssd mobilenetv2. The model was trained on the high resolution images of these small objects where the objects are very close to the camera.Images were downloaded from internet. I…
stujo
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Quantization aware training

I am little new in this domain. So, I apologize in advance if it's something very basic. I am currently trying to follow this link…
Yassa Fareed
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Load Mobilenet model with Tensorflow.js in nodejs

I am trying to image classification by using this code. when user give image , then mobilenet model will be load for pre-trained the images. But , I can not load mobilenet model in nodejs . I am using latest version of nodejs. so , Here is my trying…
sujon
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Error: Tensor must have a shape comprised of positive integers but got shape [100,]

To get help from the community, we encourage using Stack Overflow and the tensorflow.js tag. Browser version not in the browser, using Node command Describe the problem or feature request I am using tensorflow.js of coco-SSD for mobilenet…
Mithilesh
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How To Use The Latest MobileNet (v3) for Object Detection?

I've been trying to use the latest MobileNet, MobileNet_v3, to run object detection. You can find Google's pre-trained models for this such as the one I'm trying to use, "ssd_mobilenet_v3_large_coco", from here:…
Sam Jakes
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Using MobileNet v3 for Object Detection in TensorFlow Lite

I've been trying to get this working on an android device for a while now, but I can't get the model to make any detections. I'm using the sample code that google provides for object detection:…
Sam Jakes
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4
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1 answer

Sequential' object has no attribute '_ckpt_saved_epoch' error when trying to save my model using callback on Keras

I got this error when i tried to save my MobileNet model. Traceback (most recent call last): File "../src/script.py", line 150, in callbacks=[cb_checkpointer, cb_early_stopper] File…
Adelov
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1 answer

Adding Dropout to MobileNet with TensorFlow 2

I'm using MobileNet and TensorFlow 2 to distinguish between 4 fairly similar toys. I have exactly 750 images for each toy and one label that contains 750 'negative' images, without any of the toys. I've used MobileNet before for this with a fair…
eAi
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How to load grayscale image dataset to Mobile net model

I am trying to load a grayscale image dataset(fashion-mnist) to MobileNet model to predict hand written numbers but according to this tutorial only RGB images can be loaded to the model. When I try to feed fashion-mnist samples, it gives me the…
rasindu alwis
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