imagenet Questions

4

Solved

I have downloaded the ImageNet dataset via this pytorch api by setting download=True. But I cannot iterate through the dataloader. The error says "'DataLoader' object does not support indexing" t...
Greegree asked 1/7, 2019 at 15:27

2

I compiled the files with the following command. protoc object_detection/protos/*.proto --python_out=. and as a result compiled into .py files. However, I received the following error code. ~/...
Blakney asked 25/4, 2018 at 4:33

2

I've already been granted by the ImageNet website http://www.image-net.org/download-images to download the image data. And the page shows: You have been granted access to the the whole ImageNet dat...
Coxcombry asked 12/1, 2021 at 13:59

3

Solved

I am told that the following list of "puppy" image URL's are from imagenet. https://github.com/asharov/cute-animal-detector/blob/master/data/puppy-urls.txt How do I download another category for ...
Necessitarianism asked 19/4, 2019 at 12:47

4

I have two questions about how to load Imagenet datas. I downloaded ILSVRC2012 validation sets(Cause training sets are too large) but I have two problems. I can't understand how can I find out t...
Hampson asked 22/11, 2016 at 14:38

6

Solved

Does anyone know the resolution of an image in the ImageNet dataset? I'm sorry, but I couldn't find it on their website or in any of the papers.
Bedell asked 20/3, 2016 at 3:22

2

I have found the VGG16 network pre-trained on the (color) imagenet database (as .npy). Is there a VGG16 network pre-trained on a gray-scale version of the imagenet database available? (The usual ...

1

Background I have been playing around with Deep Dream and Inceptionism, using the Caffe framework to visualize layers of GoogLeNet, an architecture built for the Imagenet project, a large visual da...
Mall asked 7/3, 2018 at 22:44

1

Solved

I am unable to download the original ImageNet dataset from their official website. However, I found out that pytorch has ImageNet as one of it’s torch vision datasets. Q1. Is that the original Ima...
Lyckman asked 9/3, 2020 at 20:21

0

Is there any way I can use the ImageNet weights for ResNet50 for my project which has images of shape (224,224,4)? The image has R,G,B,Y channels. At the moment, I am simply using model = ResN...
Irairacund asked 3/11, 2018 at 16:34

3

Solved

Two questions: 1) Does anyone know if I can add new image classes to the pre-trained Inception-v3 model? For example, I wanted to train TensorFlow on a multitude of national flags, but I need to m...
Grodin asked 7/7, 2016 at 13:25

1

Solved

ImageNet Large-Scale Visual Recognition Challenge 2015 (ILSVRC2015) introduced a task called object-detection-from-video(VID) with a new dataset. So I go to the ILSVER2015 website and try to find ...

2

My objective is to "add" more classes to the existing 1000 Imagenet classes that came with Tensorflow Inception. Now I could just re-run the whole thing by training from scratch using bazel-bin/inc...

2

I'm currently using VGG-S pretrained convolutional neural network provided by Lasagne library, from the following link. I downloaded the validation dataset of ILSVRC2012 in order to do a classific...

2

Solved

I have already implemented image captioning using VGG as the image classification model. I have read about YOLO being a fast image classification and detection model and it is primarily used for mu...

2

I've been training Inception V3 on a modest machine with a single GPU (GeForce GTX 980 Ti, 6GB). The maximum batch size appears to be around 40. I've used the default learning rate settings specif...
Thundersquall asked 8/7, 2016 at 4:59

1

Solved

ImageNet images are all different sizes, but neural networks need a fixed size input. One solution is to take a crop size that is as large as will fit in the image, centered around the center poin...
Zobias asked 3/5, 2016 at 23:58
1

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