Pratik Chaudhari pratikac
rwightman
/ image_folder_tar.py
Created
July 24, 2019 05:01
PyTorch ImageFolder style dataset for reading directly from tarfile
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import torch.utils.data as data | |
| import os | |
| import re | |
| import torch | |
| import tarfile | |
| from PIL import Image | |
| IMG_EXTENSIONS = ['.png', '.jpg', '.jpeg'] |
soumith
/ synthtext.py
Created
July 23, 2019 11:08
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import numpy as np | |
| import os | |
| import time | |
| import warnings | |
| import pickle | |
| # from accimage import Image | |
| from PIL import Image | |
| import io | |
| try: |
apaszke
/ jacobian_hessian.py
Last active
April 3, 2024 03:40
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import torch | |
| def jacobian(y, x, create_graph=False): | |
| jac = [] | |
| flat_y = y.reshape(-1) | |
| grad_y = torch.zeros_like(flat_y) | |
| for i in range(len(flat_y)): | |
| grad_y[i] = 1. | |
| grad_x, = torch.autograd.grad(flat_y, x, grad_y, retain_graph=True, create_graph=create_graph) | |
| jac.append(grad_x.reshape(x.shape)) |
mjdietzx
/ waya-dl-setup.sh
Last active
March 13, 2024 15:08
Install CUDA Toolkit v8.0 and cuDNN v6.0 on Ubuntu 16.04
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #!/bin/bash | |
| # install CUDA Toolkit v8.0 | |
| # instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network)) | |
| CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb" | |
| wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG} | |
| sudo dpkg -i ${CUDA_REPO_PKG} | |
| sudo apt-get update | |
| sudo apt-get -y install cuda |
ncullen93
/ affine_transforms.py
Created
February 28, 2017 21:08
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| """ | |
| Affine transforms implemented on torch tensors, and | |
| only requiring one interpolation | |
| Included: | |
| - Affine() | |
| - AffineCompose() | |
| - Rotation() | |
| - Translation() | |
| - Shear() |
kyrs
/ opencv_tensor.cc
Last active
February 15, 2024 12:44
File Takes an Image Mat file as an input and convert it to tensor.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| /* | |
| Following file take opencv mat file as an input and run inception model on it | |
| Created by : Kumar Shubham | |
| Date : 27-03-2016 | |
| */ | |
| //Loading Opencv fIles for processing | |
| #include <opencv2/opencv.hpp> |
jackdoerner
/ image_pyramid.py
Last active
September 5, 2024 10:53
Fast Image Pyramid Creation and Reconstruction in Python
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| """ | |
| image_pyramid.py | |
| Fast Image Pyramid Creation and Reconstruction in Python | |
| Copyright (c) 2014 Jack Doerner | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal | |
| in the Software without restriction, including without limitation the rights | |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
szaydel
/ asyncsubp.py
Last active
June 23, 2022 16:19
In parallel spin-up multiple sub-processes and poll/wait on each process to make sure it completes. Originally from http://stackoverflow.com/questions/636561/how-can-i-run-an-external-command-asynchronously-from-python
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Cross-platform asynchronous version of subprocess.Popen | |
| # Copyright (c) 2011 James Buchwald | |
| # | |
| # Permission is hereby granted, free of charge, to any person obtaining a copy | |
| # of this software and associated documentation files (the "Software"), to deal | |
| # in the Software without restriction, including without limitation the rights | |
| # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| # copies of the Software, and to permit persons to whom the Software is | |
| # furnished to do so, subject to the following conditions: | |
| # |