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 ...
Salol asked 5/2, 2018 at 19:44
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...
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...
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 ...
Harve asked 23/6, 2017 at 9:46
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...
Lyman asked 5/5, 2017 at 7:10
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...
Papert asked 1/3, 2017 at 16:50
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...
Prankster asked 8/4, 2017 at 9:51
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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