{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Set CUDA:0 as current device.\n", "Change working directory to /home/dengnc/deep_view_syn/data/sp_view_syn_2020.12.31_fovea\n" ] }, { "data": { "text/plain": "" }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import sys\n", "import os\n", "import torch\n", "import matplotlib.pyplot as plt\n", "import torchvision.transforms.functional as trans_f\n", "import torch.nn.functional as nn_f\n", "\n", "sys.path.append(os.path.abspath(sys.path[0] + '/../../'))\n", "__package__ = \"deep_view_syn.notebook\"\n", "torch.cuda.set_device(0)\n", "print(\"Set CUDA:%d as current device.\" % torch.cuda.current_device())\n", "\n", "from ..data.spherical_view_syn import *\n", "from ..msl_net import MslNet\n", "from ..configs.spherical_view_syn import SphericalViewSynConfig\n", "from ..my import netio\n", "from ..my import util\n", "from ..my import device\n", "from ..my import view\n", "from ..my import color_mode\n", "from ..my import fovea_refine\n", "\n", "\n", "os.chdir(sys.path[0] + '/../data/sp_view_syn_2020.12.31_fovea')\n", "print('Change working directory to ', os.getcwd())\n", "torch.autograd.set_grad_enabled(False)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==== Config msl_coarse_gray1 ====\n", "Net type: msl\n", "Encode dim: 10\n", "Full-connected network parameters: {'nf': 64, 'n_layers': 12, 'skips': []}\n", "Sample parameters {'spherical': True, 'depth_range': (1.0, 20.0), 'n_samples': 16, 'perturb_sample': False, 'lindisp': True, 'inverse_r': True}\n", "==========================\n", "View dataset loaded.\n", "Ref dataset loaded.\n", "Load net from msl_coarse_gray1@msl-gray_e10_fc64x12_d1-20_s16/model-epoch_500.pth ...\n", "Net loaded.\n" ] } ], "source": [ "# Load Config\n", "config = SphericalViewSynConfig()\n", "config.from_id('msl_coarse_gray1@msl-gray_e10_fc64x12_d1-20_s16')\n", "config.SAMPLE_PARAMS['spherical'] = True\n", "config.SAMPLE_PARAMS['perturb_sample'] = False\n", "config.print()\n", "\n", "# Load Dataset\n", "view_dataset = SphericalViewSynDataset('train.json', load_images=True, load_depths=False, color=color_mode.GRAY)\n", "print('View dataset loaded.')\n", "def read_ref_images(idx):\n", " patt= 'ref/train/view_%04d.png'\n", " if isinstance(idx, torch.Tensor) and len(idx.size()) > 0:\n", " return trans_f.rgb_to_grayscale(util.ReadImageTensor([patt % i for i in idx]))\n", " else:\n", " return trans_f.rgb_to_grayscale(util.ReadImageTensor(patt % idx))\n", "print('Ref dataset loaded.')\n", "\n", "indices = torch.arange(view_dataset.n_views, device=device.GetDevice()).view(view_dataset.samples)\n", "cam_params = view_dataset.cam_params\n", "lr_cam_params = view.CameraParam({\n", " \"fov\" : 10,\n", " \"cx\" : 25.0,\n", " \"cy\" : 25.0\n", "}, (50, 50)).to(device.GetDevice())\n", "ref_cam_params = view.CameraParam({\n", " \"fx\" : 519.615251596838,\n", " \"fy\" : -519.615251596838,\n", " \"cx\" : 300.0,\n", " \"cy\" : 300.0\n", "}, (600, 600)).to(device.GetDevice())\n", "gt_images = view_dataset.view_images\n", "gt_depths = view_dataset.view_depths\n", "rays_o = view_dataset.rays_o\n", "rays_d = view_dataset.rays_d\n", "views_o = view_dataset.view_centers\n", "views_r = view_dataset.view_rots\n", "\n", "# Load Spher net\n", "net = MslNet(config.FC_PARAMS, config.SAMPLE_PARAMS, color=color_mode.GRAY, encode_to_dim=config.N_ENCODE_DIM).to(device.GetDevice())\n", "netio.LoadNet('msl_coarse_gray1@msl-gray_e10_fc64x12_d1-20_s16/model-epoch_500.pth', net)\n", "print('Net loaded.')\n", "\n", "def plot_point_cloud(pcloud, colors, ax=None):\n", " if not ax:\n", " plt.figure(figsize=(12, 12))\n", " ax = plt.gca(projection='3d')\n", " points3 = pcloud.flatten(0, -2).cpu().numpy()\n", " colors = colors.permute(1, 2, 0).flatten(0, 1).expand(-1, 3).cpu().numpy()\n", " ax.scatter(points3[:, 0], points3[:, 2], points3[:, 1], color=colors, s=0.3)\n", " util.save_2d_tensor('points.csv', points3)\n", " util.save_2d_tensor('colors.csv', colors)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([1, 50, 50]) torch.Size([50, 50])\n", "torch.Size([100, 100, 3]) torch.Size([100, 100, 3]) torch.Size([100, 100])\n", "torch.Size([100, 100, 3]) torch.Size([100, 100, 3]) torch.Size([100, 100]) torch.Size([100, 100, 3])\n", "[100, 100] [4] [4, 100, 100, 3]\n", "torch.Size([4, 100, 100, 3])\n", "torch.Size([4, 100, 100, 3])\n", "torch.Size([100, 100, 3]) torch.Size([100, 100, 3]) torch.Size([100, 100])\n", "torch.Size([100, 100, 3]) torch.Size([100, 100, 3]) torch.Size([100, 100]) torch.Size([100, 100, 3])\n", "[100, 100] [4] [4, 100, 100, 3]\n", "torch.Size([4, 100, 100, 3])\n", "torch.Size([4, 100, 100, 3])\n" ] }, { "data": { 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" }, "metadata": { "needs_background": "light", "transient": {} }, "output_type": "display_data" } ], "source": [ "center_view_coord = tuple(val // 2 for val in view_dataset.samples)\n", "center_view_idx = indices[center_view_coord]\n", "bound_view_idxs = [\n", " indices[center_view_coord[0] - 1, center_view_coord[1] + 1, center_view_coord[2],\n", " center_view_coord[3] - 1, center_view_coord[4] + 1],\n", " indices[center_view_coord[0] + 1, center_view_coord[1] + 1, center_view_coord[2],\n", " center_view_coord[3] + 1, center_view_coord[4] + 1],\n", " indices[center_view_coord[0] - 1, center_view_coord[1] - 1, center_view_coord[2],\n", " center_view_coord[3] - 1, center_view_coord[4] - 1],\n", " indices[center_view_coord[0] + 1, center_view_coord[1] - 1, center_view_coord[2],\n", " center_view_coord[3] + 1, center_view_coord[4] - 1]\n", "]\n", "# bound_view_idxs = [\n", "# indices[center_view_coord[0], center_view_coord[1], center_view_coord[2],\n", "# center_view_coord[3] - 1, center_view_coord[4]],\n", "# indices[center_view_coord[0], center_view_coord[1], center_view_coord[2],\n", "# center_view_coord[3] + 1, center_view_coord[4]],\n", "# ]\n", "o = views_o[center_view_idx]\n", "r = views_r[center_view_idx]\n", "center_rays_o = rays_o[center_view_idx]\n", "center_rays_d = rays_d[center_view_idx]\n", "lr_center_rays_o, lr_center_rays_d = lr_cam_params.get_global_rays(\n", " o, r, flatten=True)\n", "\n", "input, depthmap = net(center_rays_o.view(-1, 3), center_rays_d.view(-1, 3), ret_depth=True)\n", "input = input.view(cam_params.res[0], cam_params.res[1], -1).permute(2, 0, 1)\n", "depthmap = depthmap.view(cam_params.res[0], cam_params.res[1])\n", "\n", "lr_input, lr_depthmap = net(lr_center_rays_o, lr_center_rays_d, ret_depth=True)\n", "lr_input = lr_input.view(\n", " lr_cam_params.res[0], lr_cam_params.res[1], -1).permute(2, 0, 1)\n", "lr_depthmap = lr_depthmap.view(lr_cam_params.res[0], lr_cam_params.res[1])\n", "print(lr_input.size(), lr_depthmap.size())\n", "\n", "gt = gt_images[center_view_idx]\n", "bounds_img = torch.cat([\n", " read_ref_images(idx).to(device.GetDevice())\n", " for idx in bound_view_idxs\n", "], 0)\n", "bounds_o = torch.stack([views_o[idx] for idx in bound_view_idxs], 0)\n", "bounds_r = torch.stack([views_r[idx] for idx in bound_view_idxs], 0)\n", "\n", "input_refined = fovea_refine.refine(input, depthmap, center_rays_o, center_rays_d, bounds_img,\n", " bounds_o, bounds_r, ref_cam_params, net, False)\n", "input_refined_lr = fovea_refine.refine(lr_input, lr_depthmap, center_rays_o, center_rays_d,\n", " bounds_img, bounds_o, bounds_r, ref_cam_params, net, True)\n", "\n", "#warped = [nn_f.grid_sample(bounds_img[i], bounds_warp[i])\n", "# for i in range(len(bounds_warp))]\n", "#warped_inferred = [nn_f.grid_sample(\n", "# bounds_inferred[i], bounds_warp[i]) for i in range(len(bounds_warp))]\n", "\n", "fig = plt.figure(figsize=(12, 3))\n", "plt.set_cmap('Greys_r')\n", "plt.subplot(1, 4, 1)\n", "util.PlotImageTensor(input)\n", "plt.subplot(1, 4, 2)\n", "util.PlotImageTensor(input_refined)\n", "plt.subplot(1, 4, 3)\n", "util.PlotImageTensor(input_refined_lr)\n", "plt.subplot(1, 4, 4)\n", "util.PlotImageTensor(gt)\n", "plt.show()\n", "\n", "\n", "def plot_image_matrices(center_image, ref_images):\n", " if len(ref_images) == 2:\n", " plt.figure(figsize=(12, 4))\n", " plt.set_cmap('Greys_r')\n", " plt.subplot(1, 3, 1)\n", " util.PlotImageTensor(ref_images[0])\n", " plt.subplot(1, 3, 3)\n", " util.PlotImageTensor(ref_images[1])\n", " plt.subplot(1, 3, 2)\n", " util.PlotImageTensor(center_image)\n", " elif len(ref_images) == 4:\n", " plt.figure(figsize=(12, 12))\n", " plt.set_cmap('Greys_r')\n", " plt.subplot(3, 3, 1)\n", " util.PlotImageTensor(ref_images[0])\n", " plt.subplot(3, 3, 3)\n", " util.PlotImageTensor(ref_images[1])\n", " plt.subplot(3, 3, 7)\n", " util.PlotImageTensor(ref_images[2])\n", " plt.subplot(3, 3, 9)\n", " util.PlotImageTensor(ref_images[3])\n", " plt.subplot(3, 3, 5)\n", " util.PlotImageTensor(center_image)\n", " plt.show()\n", "\n", "\n", "#plot_image_matrices(input, warped_inferred)\n", "plot_image_matrices(gt, bounds_img)\n", "#plot_image_matrices(torch.cat(warped[0:3], 1) if len(\n", "# warped) >= 3 else torch.cat(warped + [torch.zeros_like(warped[0])], 1), warped)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.9" }, "orig_nbformat": 2 }, "nbformat": 4, "nbformat_minor": 2 }