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安裝中文字典英文字典辭典工具!
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- The Wikiart dataset - Part 1 (2019) - fast. ai Course Forums
I want to go for a rather challenging dataset and have stumbled upon the wikiart org dataset It is the biggest dataset of paintings and has been in use in some papers However, I cannot for the life of me find a way to download it fast What I have tried: Download a version of the Wikiart Dataset used by Chan et al in their ArtGAN paper presented at ICIP2016 presented on their GitHub
- Random Bounding Boxes During Inference Time
I have trained a Focal Loss based multi-object detector If I try the model on validation images I see a random behavior Every time that I run the detection step on a batch of validation images I see different bounding hellip;
- Low Accuracy on ResNet-34 - Deep Learning - fast. ai Course Forums
Hello all, This is my first post ever in this forum and I was pretty unsure whether I should post or not, but I decided to give it a go Since I’ve started watching the online course I tried to make a multi-class classifier based on ResNet-34 as the example showed in the lecture The dataset I used is the WikiArt dataset, which contains paintings of many artists organized by style as shown
- fast. ai Course Forums
Created Date 10 21 2022 12:20:14 AM
- One Hot Encoding - Part 1 (2019) - fast. ai Course Forums
Hi I’m confused about the process in the data block API does the data block API transform the categorical variables into One-Hot-Encoded vectors? when I print: data show_batch it looks like the categorical variables are now pandas categories Is there another step in the data block API that transforms the categorical variables into One Hot Encoded vectors? This is my code: Thanks!
- Mean Std curves from Lesson 10 - fast. ai Course Forums
Then we tried our version or ReLu and batchnorm to show how these can be made stable, however when I trained a model on fashion MNIST I got pretty flat statistics right from the start for 12 epochs I ran the same model and got: Screen Shot 2019-09-07 at 11 33 40 PM png1386×944 148 KB
- Latest fastai topics - fast. ai Course Forums
This is for help with installing and using the fastai library, for any level of user
- How to pass pixel data with RGB channels from a csv file to databunch . . .
I am a new deep learning practitioner and I started my journey with fastai I came across a problem where I was supposed to pass pixel data with RBGB channels to databunch in order to create a cnn model I googled a lot, but could not succeed Does anyone of you know a workaround this problem? Thanks!
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