This is a guide on how to install Caffe for Ubuntu 16.04 and above, without GPU support (No CUDA required).
sudo apt-get install libopencv-dev python-opencv
Sandareka Wickramanayake sandareka
andrewjong
/ pytorch_image_folder_with_file_paths.py
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October 31, 2024 11:13
PyTorch Image File Paths With Dataset Dataloader
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| import torch | |
| from torchvision import datasets | |
| class ImageFolderWithPaths(datasets.ImageFolder): | |
| """Custom dataset that includes image file paths. Extends | |
| torchvision.datasets.ImageFolder | |
| """ | |
| # override the __getitem__ method. this is the method that dataloader calls | |
| def __getitem__(self, index): |
nikitametha
/ installing_caffe.md
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June 4, 2025 16:15
Installing Caffe on Ubuntu 16.04 and above (CPU ONLY, WITHOUT CUDA OR GPU SUPPORT)
yrevar
/ imagenet1000_clsidx_to_labels.txt
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November 21, 2025 06:36
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
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| {0: 'tench, Tinca tinca', | |
| 1: 'goldfish, Carassius auratus', | |
| 2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', | |
| 3: 'tiger shark, Galeocerdo cuvieri', | |
| 4: 'hammerhead, hammerhead shark', | |
| 5: 'electric ray, crampfish, numbfish, torpedo', | |
| 6: 'stingray', | |
| 7: 'cock', | |
| 8: 'hen', | |
| 9: 'ostrich, Struthio camelus', |