{ "cells": [ { "cell_type": "code", "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { "end_time": "2025-06-11T07:39:14.997108Z", "start_time": "2025-06-11T07:39:14.986047Z" } }, "source": [ "from PIL import Image\n", "\n", "im = Image.open('./data/jk.jpg')\n", "im.size" ], "outputs": [ { "data": { "text/plain": [ "(318, 116)" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 73 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:39:22.279332Z", "start_time": "2025-06-11T07:39:22.267501Z" } }, "cell_type": "code", "source": [ "import numpy as np\n", "\n", "im_pillow = np.asarray(im)\n", "im_pillow.shape" ], "id": "e10b9e7640af00c9", "outputs": [ { "data": { "text/plain": [ "(116, 318, 3)" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 74 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T06:27:06.339908Z", "start_time": "2025-06-11T06:27:04.500498Z" } }, "cell_type": "code", "source": [ "!pip install opencv-python\n", "!apt update\n", "!apt install libgl1" ], "id": "173a197b02576583", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: opencv-python in /opt/conda/lib/python3.10/site-packages (4.11.0.86)\r\n", "Requirement already satisfied: numpy>=1.21.2 in /opt/conda/lib/python3.10/site-packages (from opencv-python) (1.26.3)\r\n", "\u001B[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.\u001B[0m\u001B[33m\r\n", "\u001B[0m/usr/bin/sh: 1: sudo: not found\r\n", "/usr/bin/sh: 1: sudo: not found\r\n" ] } ], "execution_count": 11 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:39:48.558809Z", "start_time": "2025-06-11T07:39:48.526145Z" } }, "cell_type": "code", "source": [ "import cv2\n", "\n", "im_cv2 = cv2.imread('./data/jk.jpg')\n", "print(type(im_cv2))\n", "\n", "print(im_cv2.shape)" ], "id": "cd141e968b65fc34", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "(116, 318, 3)\n" ] } ], "execution_count": 75 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:53:52.604519Z", "start_time": "2025-06-11T07:53:52.599225Z" } }, "cell_type": "code", "source": [ "# 获取对应的RGB通道\n", "im_pillow_c1 = im_pillow[:, :, 0]\n", "im_pillow_c2 = im_pillow[:, :, 1]\n", "im_pillow_c3 = im_pillow[:, :, 2]\n", "\n", "print(im_pillow_c1)\n", "\n" ], "id": "cae7454c2e57eb53", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " ...\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]\n", " [255 255 255 ... 255 255 255]]\n" ] } ], "execution_count": 93 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:53:55.473151Z", "start_time": "2025-06-11T07:53:55.468042Z" } }, "cell_type": "code", "source": [ "# 通道调整\n", "zeros = np.zeros((im_pillow_c1.shape[0], im_pillow_c1.shape[1], 1))\n", "zeros.shape" ], "id": "ae470e8639b70542", "outputs": [ { "data": { "text/plain": [ "(116, 318, 1)" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 94 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:40:31.816463Z", "start_time": "2025-06-11T07:40:31.810824Z" } }, "cell_type": "code", "source": [ "im_pillow_c1 = im_pillow_c1[:, :, np.newaxis]\n", "im_pillow_c1.shape" ], "id": "56dc844586313f15", "outputs": [ { "data": { "text/plain": [ "(116, 318, 1)" ] }, "execution_count": 79, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 79 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T07:40:33.827349Z", "start_time": "2025-06-11T07:40:33.822242Z" } }, "cell_type": "code", "source": [ "im_pillow_c1_3ch = np.concatenate((im_pillow_c1, zeros, zeros), axis=2)\n", "im_pillow_c1_3ch.shape" ], "id": "18be3d3324c3fee1", "outputs": [ { "data": { "text/plain": [ "(116, 318, 3)" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 80 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T08:09:57.338945Z", "start_time": "2025-06-11T08:09:57.332898Z" } }, "cell_type": "code", "source": [ "# 方法二调整\n", "im_pillow_c2_3ch = np.zeros(im_pillow.shape)\n", "im_pillow_c2_3ch[:, :, 1] = im_pillow_c2\n", "\n", "im_pillow_c3_3ch = np.zeros(im_pillow.shape)\n", "im_pillow_c3_3ch[:, :, 2] = im_pillow_c3\n", "\n", "im_pillow_c2_3ch.shape" ], "id": "1fc7ea27c7984fce", "outputs": [ { "data": { "text/plain": [ "(116, 318, 3)" ] }, "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 106 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T08:09:59.136754Z", "start_time": "2025-06-11T08:09:58.978392Z" } }, "cell_type": "code", "source": [ "from matplotlib import pyplot as plt\n", "\n", "plt.subplot(2, 2, 1)\n", "plt.title('Origin Image')\n", "plt.imshow(im_pillow)\n", "plt.axis('off')\n", "\n", "plt.subplot(2, 2, 2)\n", "plt.title('Red Channel')\n", "plt.imshow(im_pillow_c1_3ch.astype(np.uint8))\n", "plt.axis('off')\n", "\n", "plt.subplot(2, 2, 3)\n", "plt.title('Green Channel')\n", "plt.imshow(im_pillow_c2_3ch.astype(np.uint8))\n", "plt.axis('off')\n", "\n", "plt.subplot(2, 2, 4)\n", "plt.title('Blue Channel')\n", "plt.imshow(im_pillow_c3_3ch.astype(np.uint8))\n", "plt.axis('off')\n", "\n", "plt.savefig('./rgb_pillow.png', dpi=150)" ], "id": "aa86779ed78c99f7", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 107 }, { "metadata": { "ExecuteTime": { "end_time": "2025-06-11T08:11:39.645433Z", "start_time": "2025-06-11T08:11:39.531808Z" } }, "cell_type": "code", "source": [ "scores = np.random.rand(256, 256, 2)\n", "scores[:,:,1] = 1 - scores[:,:,0]\n", "\n", "scores.view()\n", "\n", "mask = (scores[:, :, 0] <= scores[:, :, 1]).astype(np.uint8)\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "plt.imshow(mask, cmap='gray')\n", "plt.title('Mask 0/1 Map')\n", "plt.axis('off')\n", "plt.show()" ], "id": "a78f694a0251f05e", "outputs": [ { "data": { "text/plain": [ "(-0.5, 255.5, 255.5, -0.5)" ] }, "execution_count": 108, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 108 } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 5 }