diff --git a/applications/lightning_api/2D/BSD68_Noise2Void_lightning_api.ipynb b/applications/lightning_api/2D/BSD68_Noise2Void_lightning_api.ipynb deleted file mode 100644 index 32bee7a..0000000 --- a/applications/lightning_api/2D/BSD68_Noise2Void_lightning_api.ipynb +++ /dev/null @@ -1,1932 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The BSD68 dataset was adapted from K. Zhang et al (TIP, 2017) and is composed of natural\n", - "images. The noise was artificially added, allowing for quantitative comparisons with the\n", - "ground truth, one of the benchmark used in many denoising publications. Here, we check \n", - "the performances of Noise2Void using the Lightning API of CAREamics.\n", - "\n", - "This API gives you more freedom to customize the training by using wrappers around the\n", - "main elements of CAREamics: the datasets and the lightning module." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Imports necessary to execute the code\n", - "from pathlib import Path\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import tifffile\n", - "from PIL import Image\n", - "from careamics.lightning import (\n", - " create_careamics_module,\n", - " create_predict_datamodule,\n", - " create_train_datamodule,\n", - ")\n", - "from careamics.config.support import SupportedTransform\n", - "from careamics.prediction_utils import convert_outputs\n", - "from careamics.utils.metrics import psnr\n", - "from careamics_portfolio import PortfolioManager\n", - "from pytorch_lightning import Trainer\n", - "from pytorch_lightning.callbacks import ModelCheckpoint" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Import the dataset\n", - "\n", - "The dataset can be directly downloaded using the `careamics-portfolio` package, which\n", - "uses `pooch` to download the data." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "tags": [ - "remove_output" - ] - }, - "outputs": [], - "source": [ - "# instantiate data portfolio manage\n", - "portfolio = PortfolioManager()\n", - "\n", - "# and download the data\n", - "root_path = Path(\"./data\")\n", - "files = portfolio.denoising.N2V_BSD68.download(root_path)\n", - "\n", - "# create paths for the data\n", - "data_path = Path(root_path / \"denoising-N2V_BSD68.unzip/BSD68_reproducibility_data\")\n", - "train_path = data_path / \"train\"\n", - "val_path = data_path / \"val\"\n", - "test_path = data_path / \"test\" / \"images\"\n", - "gt_path = data_path / \"test\" / \"gt\"" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualize data" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Validation Image')" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# load training and validation image and show them side by side\n", - "single_train_image = tifffile.imread(next(iter(train_path.rglob(\"*.tiff\"))))[0]\n", - "single_val_image = tifffile.imread(next(iter(val_path.rglob(\"*.tiff\"))))[0]\n", - "\n", - "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", - "ax[0].imshow(single_train_image, cmap=\"gray\")\n", - "ax[0].set_title(\"Training Image\")\n", - "ax[1].imshow(single_val_image, cmap=\"gray\")\n", - "ax[1].set_title(\"Validation Image\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Train with the CAREamics Lightning API\n", - "\n", - "Using the Lightning API of CAREamics, you need to instantiate the lightning module, the \n", - "data module and the trainer yourself.\n", - "\n", - "### Create the Lightning module" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "model = create_careamics_module(\n", - " algorithm=\"n2v\",\n", - " loss=\"n2v\",\n", - " architecture=\"UNet\",\n", - " model_parameters={\"n2v2\": False},\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create the data module" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "train_data_module = create_train_datamodule(\n", - " train_data=train_path,\n", - " val_data=val_path,\n", - " data_type=\"tiff\",\n", - " patch_size=(64, 64),\n", - " axes=\"SYX\",\n", - " batch_size=64,\n", - " transforms=[\n", - " { # you can delete a transform here to not apply it\n", - " \"name\": SupportedTransform.XY_FLIP.value,\n", - " \"flip_x\": True, # you can set parameters\n", - " \"flip_y\": True,\n", - " },\n", - " {\n", - " \"name\": SupportedTransform.XY_RANDOM_ROTATE90.value,\n", - " },\n", - " {\n", - " \"name\": SupportedTransform.N2V_MANIPULATE.value, # mandatory to run N2V\n", - " # here you can modify the N2V manipulate parameters\n", - " },\n", - " ],\n", - ")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create the trainer\n", - "\n", - "Note that here we modify the prediction loop, but this will be changed in the near\n", - "future." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "tags": [ - "remove_output" - ] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "HPU available: False, using: 0 HPUs\n", - "Extracted 28512 patches from input array.\n", - "Computed dataset mean: [110.75299], std: [63.60398]\n", - "Extracted 36 patches from input array.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", - "\n", - " | Name | Type | Params | Mode\n", - "--------------------------------------\n", - "0 | model | UNet | 509 K | eval\n", - "--------------------------------------\n", - "509 K Trainable params\n", - "0 Non-trainable params\n", - "509 K Total params\n", - "2.037 Total estimated model params size (MB)\n" - ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Sanity Checking: | | 0/? [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Show two images\n", - "noises = [tifffile.imread(f) for f in sorted(test_path.glob(\"*.tiff\"))]\n", - "gts = [tifffile.imread(f) for f in sorted(gt_path.glob(\"*.tiff\"))]\n", - "\n", - "# images to show\n", - "images = np.random.choice(range(len(noises)), 3)\n", - "\n", - "fig, ax = plt.subplots(3, 3, figsize=(15, 15))\n", - "fig.tight_layout()\n", - "\n", - "for i in range(3):\n", - " pred_image = prediction[images[i]].squeeze()\n", - " psnr_noisy = psnr(gts[images[i]], noises[images[i]])\n", - " psnr_result = psnr(gts[images[i]], pred_image)\n", - "\n", - " ax[i, 0].imshow(noises[images[i]], cmap=\"gray\")\n", - " ax[i, 0].title.set_text(f\"Noisy\\nPSNR: {psnr_noisy:.2f}\")\n", - "\n", - " ax[i, 1].imshow(pred_image, cmap=\"gray\")\n", - " ax[i, 1].title.set_text(f\"Prediction\\nPSNR: {psnr_result:.2f}\")\n", - "\n", - " ax[i, 2].imshow(gts[images[i]], cmap=\"gray\")\n", - " ax[i, 2].title.set_text(\"Ground-truth\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Compute metrics" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "PSNR: 27.16 +/- 2.91\n", - "Reported PSNR: 27.71\n" - ] - } - ], - "source": [ - "psnrs = np.zeros((len(prediction), 1))\n", - "\n", - "for i, (pred, gt) in enumerate(zip(prediction, gts)):\n", - " psnrs[i] = psnr(gt, pred.squeeze())\n", - "\n", - "print(f\"PSNR: {psnrs.mean():.2f} +/- {psnrs.std():.2f}\")\n", - "print(\"Reported PSNR: 27.71\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create cover" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# create a cover image\n", - "im_idx = 3\n", - "cv_image_noisy = noises[im_idx]\n", - "cv_image_pred = prediction[im_idx].squeeze()\n", - "\n", - "# create image\n", - "cover = np.zeros((256, 256)) \n", - "(height, width) = cv_image_noisy.shape\n", - "assert height > 256\n", - "assert width > 256\n", - "\n", - "# normalize train and prediction\n", - "norm_noise = (cv_image_noisy - cv_image_noisy.min()) / (cv_image_noisy.max() - cv_image_noisy.min())\n", - "norm_pred = (cv_image_pred - cv_image_pred.min()) / (cv_image_pred.max() - cv_image_pred.min())\n", - "\n", - "# fill in halves\n", - "cover[:, :256 // 2] = norm_noise[height // 2 - 256 // 2:height // 2 + 256 // 2, width // 2 - 256 // 2:width // 2]\n", - "cover[:, 256 // 2:] = norm_pred[height // 2 - 256 // 2:height // 2 + 256 // 2, width // 2:width // 2 + 256 // 2]\n", - "\n", - "# plot the single image\n", - "plt.imshow(cover, cmap=\"gray\")\n", - "\n", - "# save the image\n", - "im = Image.fromarray(cover * 255)\n", - "im = im.convert('L')\n", - "im.save(\"BSD68_Noise2Void_lightning_api.jpeg\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "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": "3.10.14" - }, - "vscode": { - "interpreter": { - "hash": "0d2a5a3ab9ff26e8b66efec3883fa5121030bb852a7a4271db665831444e4e91" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/applications/lightning_api/2D/MicroSplit/MicroSplit_lightning_api.ipynb b/applications/lightning_api/2D/MicroSplit/MicroSplit_lightning_api.ipynb new file mode 100644 index 0000000..c54cdb4 --- /dev/null +++ b/applications/lightning_api/2D/MicroSplit/MicroSplit_lightning_api.ipynb @@ -0,0 +1,654 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Imports necessary to execute the code\n", + "from pathlib import Path\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pooch\n", + "import tifffile\n", + "import torch\n", + "from careamics import CAREamist\n", + "from careamics.config import GaussianMixtureNMConfig, create_microsplit_configuration, create_n2v_configuration\n", + "from careamics.lightning import (\n", + " create_microsplit_predict_datamodule,\n", + " create_microsplit_train_datamodule,\n", + ")\n", + "from careamics.lightning.callbacks import DataStatsCallback\n", + "from careamics.lightning.lightning_module import VAEModule\n", + "from careamics.lvae_training.dataset import DataSplitType\n", + "from careamics.lvae_training.eval_utils import get_device\n", + "from careamics.models.lvae.noise_models import (\n", + " GaussianMixtureNoiseModel,\n", + " create_histogram,\n", + ")\n", + "from careamics.prediction_utils import convert_outputs_microsplit\n", + "from careamics.utils.metrics import psnr\n", + "from PIL import Image\n", + "from pytorch_lightning import Trainer\n", + "from pytorch_lightning.callbacks import ModelCheckpoint\n", + "from utils import get_train_val_data" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Import the dataset\n", + "\n", + "The dataset can be directly downloaded using the `careamics-portfolio` package, which\n", + "uses `pooch` to download the data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# TODO replace with PortfolioManager\n", + "DATA = pooch.create(\n", + " path=\"./data/\",\n", + " base_url=\"https://download.fht.org/jug/msplit/ht_lif24/data_tiff/\",\n", + " registry={\"ht_lif24_5ms_reduced.zip\": None},\n", + ")\n", + "for fname in DATA.registry:\n", + " DATA.fetch(fname, processor=pooch.Unzip(), progressbar=True)\n", + "\n", + "DATA_PATH = DATA.abspath / (DATA.registry_files[0] + \".unzip/5ms/data/\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "nm_input = input_data = get_train_val_data(\n", + " datadir=DATA_PATH,\n", + " datasplit_type=DataSplitType.Train,\n", + " val_fraction=0.1,\n", + " test_fraction=0.1,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "NM_PATH = Path(\"./noise_models/\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "_, ax = plt.subplots(1, 2, figsize=(10, 5))\n", + "ax[0].imshow(nm_input[0, ..., 0])\n", + "ax[0].set_title(\"Input channel 1\")\n", + "ax[1].imshow(nm_input[0, ..., 1])\n", + "ax[1].set_title(\"Input channel 2\")\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train with the CAREamics Lightning API\n", + "\n", + "Using the Lightning API of CAREamics, you need to instantiate the lightning module, the \n", + "data module and the trainer yourself." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create Noise Models\n", + "\n", + "Please note that for this step we'll use the high-level CAREamics API. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Configure N2V\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "config = create_n2v_configuration(\n", + " experiment_name=\"my_data_noise_models_n2v\",\n", + " data_type=\"array\",\n", + " axes=\"SYXC\",\n", + " n_channels=2,\n", + " patch_size=(64, 64),\n", + " batch_size=64,\n", + " num_epochs=5, # We set the training to 5 epochs, but you can change this to a higher number if you want a better Noise Model.\n", + ")\n", + "\n", + "print(\"N2V configuration generated.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Train N2V on the data we prepared\n", + "This might take a while, mainly if you changed `num_epochs` above or if you do not have a quick GPU." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "careamist = CAREamist(source=config, work_dir=\"noise_models\")\n", + "careamist.train(train_source=nm_input, val_minimum_split=5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Denoise loaded data with the N2V model we just trained" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "prediction = careamist.predict(nm_input, tile_size=(256, 256))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Make your choice. If 'False', the entire image will be shown...\n", + "do_crop = True\n", + "\n", + "xfrom = yfrom = 0\n", + "xto = yto = -1\n", + "strcrop = \"\"\n", + "if do_crop:\n", + " strcrop = \" (crop)\"\n", + " yfrom = 200\n", + " yto = 600\n", + " xfrom = 800\n", + " xto = 1200\n", + "\n", + "_, ax = plt.subplots(2, 2, figsize=(10, 10))\n", + "ax[0][0].imshow(nm_input[0, ..., 0][yfrom:yto, xfrom:xto])\n", + "ax[0][0].set_title(\"Input channel 1\" + strcrop)\n", + "ax[0][1].imshow(prediction[0].squeeze()[0][yfrom:yto, xfrom:xto])\n", + "ax[0][1].set_title(\"Denoised channel 1\" + strcrop)\n", + "ax[1][0].imshow(nm_input[0, ..., 1][yfrom:yto, xfrom:xto])\n", + "ax[1][0].set_title(\"Input channel 2\" + strcrop)\n", + "ax[1][1].imshow(prediction[0].squeeze()[1][yfrom:yto, xfrom:xto])\n", + "ax[1][1].set_title(\"Denoised channel 2\" + strcrop)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Train the Noise Model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for channel_idx in range(nm_input.shape[-1]):\n", + "\n", + " # train Noise Model for current channel\n", + " print(f\"Training noise model for channel {channel_idx}\")\n", + " channel_data = nm_input[..., channel_idx]\n", + " channel_prediction = np.concatenate(prediction)[:, channel_idx]\n", + " noise_model_config = GaussianMixtureNMConfig(\n", + " model_type=\"GaussianMixtureNoiseModel\",\n", + " min_signal=channel_data.min(),\n", + " max_signal=channel_data.max(),\n", + " n_coeff=3,\n", + " n_gaussian=3,\n", + " )\n", + " noise_model = GaussianMixtureNoiseModel(noise_model_config)\n", + " noise_model.fit(signal=channel_data, observation=channel_prediction, n_epochs=1000)\n", + "\n", + " # save result on disk for later re-use\n", + " noise_model.save(path=\"noise_models/\", name=f\"noise_model_Ch{channel_idx}\")\n", + "\n", + " # show the result\n", + " histogram = create_histogram(\n", + " bins=100,\n", + " min_val=channel_data.min(),\n", + " max_val=channel_data.max(),\n", + " signal=channel_data,\n", + " observation=channel_prediction,\n", + " )\n", + "\n", + "# TODO NM preparation needs refactoring" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the Lightning module" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "config = create_microsplit_configuration(\n", + " experiment_name=\"ht_lif24_5ms_reduced\",\n", + " data_type=\"tiff\", # TODO: after refactoring should mean data extension. Originally reffered to Dataset( e.g. ht_lif24)\n", + " axes=\"SYX\",\n", + " z_dims=[32] * 4,\n", + " patch_size=(64, 64),\n", + " grid_size=32,\n", + " output_channels=2,\n", + " multiscale_count=3,\n", + " batch_size=64,\n", + " num_epochs=10,\n", + " predict_logvar=\"pixelwise\",\n", + " nm_paths=[\"/home/igor.zubarev/projects/microSplit-reproducibility/examples/2D/custom_dataset/noise_models/noise_model_Ch0.npz\", \"/home/igor.zubarev/projects/microSplit-reproducibility/examples/2D/custom_dataset/noise_models/noise_model_Ch1.npz\"],\n", + " # TODO path to be changed after NM refactoring\n", + " train_dataloader_params={\"num_workers\": 0},\n", + " val_dataloader_params={\"num_workers\": 0},\n", + " logger=None,\n", + ")\n", + "\n", + "print(config)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the data module" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model = VAEModule(config.algorithm_config)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Optional: Load model from checkpoint" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: move to somewhere\n", + "def load_pretrained_model(model: VAEModule, ckpt_path):\n", + " device = get_device()\n", + " ckpt_dict = torch.load(ckpt_path, map_location=device, weights_only=True)\n", + " model.load_state_dict(ckpt_dict['state_dict'], strict=False)\n", + " print(f\"Loaded model from {ckpt_path}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# load_pretrained_model(model, ckpt_path) # TODO optional, temporary" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "train_data_module = create_microsplit_train_datamodule(\n", + " train_data=DATA_PATH,\n", + " data_type=config.data_config.data_type,\n", + " patch_size=config.data_config.image_size, # TODO, it's not patch size because of ugly duplication\n", + " grid_size=config.data_config.grid_size,\n", + " multiscale_count=config.data_config.multiscale_lowres_count,# TODO, same, because of ugly duplication\n", + " axes=config.data_config.axes,\n", + " batch_size=config.data_config.batch_size, # TODO, should be inside dataloader params?\n", + " transforms=[],\n", + " train_dataloader_params=config.data_config.train_dataloader_params,\n", + " val_dataloader_params=config.data_config.val_dataloader_params,\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the trainer\n", + "\n", + "Note that here we modify the prediction loop, but this will be changed in the near\n", + "future." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# Create Callbacks\n", + "root = Path(\"ht_lif24\")\n", + "callbacks = [\n", + " ModelCheckpoint(\n", + " dirpath=root / \"checkpoints\",\n", + " filename=\"ht_lif24_lightning_api\",\n", + " save_last=True,\n", + " ),\n", + " DataStatsCallback()\n", + "]\n", + "\n", + "# Create a Lightning Trainer\n", + "trainer = Trainer(\n", + " max_epochs=config.training_config.lightning_trainer_config[\"max_epochs\"],\n", + " default_root_dir=root,\n", + " callbacks=callbacks,\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Train the model\n", + "trainer.fit(model, datamodule=train_data_module)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Predict with CAREamics Lightning API\n", + "\n", + "### Define the prediction datamodule" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# TODO ugly that we need to initiliaze train_data_module to get data stats\n", + "data_stats, max_val = train_data_module.get_data_stats()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pred_data_module = create_microsplit_predict_datamodule(\n", + " pred_data=DATA_PATH,\n", + " data_type=\"tiff\", # TODO see train dm\n", + " axes=\"YX\",\n", + " batch_size=64,\n", + " multiscale_count=config.data_config.multiscale_lowres_count,\n", + " data_stats=data_stats,\n", + " max_val=max_val, # TODO should be in the config?\n", + " tile_size=(64, 64),\n", + " grid_size=32, # TODO rename to overlap\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Predict" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# Predict\n", + "predicted_tiles = trainer.predict(model, datamodule=pred_data_module)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "predicted_tiles[0][1].shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.imshow(predicted_tiles[0][0][1][0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Convert the outputs to the original format, mostly useful if tiling is used\n", + "predictions, _ = convert_outputs_microsplit(predicted_tiles, pred_data_module.predict_dataset)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.imshow(predictions[10, 200:700, 200:700, 1])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize the prediction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Show two images\n", + "noises = [tifffile.imread(f) for f in sorted(test_path.glob(\"*.tiff\"))]\n", + "gts = [tifffile.imread(f) for f in sorted(gt_path.glob(\"*.tiff\"))]\n", + "\n", + "# images to show\n", + "images = np.random.choice(range(len(noises)), 3)\n", + "\n", + "fig, ax = plt.subplots(3, 3, figsize=(15, 15))\n", + "fig.tight_layout()\n", + "\n", + "for i in range(3):\n", + " pred_image = prediction[images[i]].squeeze()\n", + " psnr_noisy = psnr(\n", + " gts[images[i]], noises[images[i]], data_range=noises[images[i]].max()\n", + " )\n", + " psnr_result = psnr(gts[images[i]], pred_image, pred_image.max())\n", + "\n", + " ax[i, 0].imshow(noises[images[i]], cmap=\"gray\")\n", + " ax[i, 0].title.set_text(f\"Noisy\\nPSNR: {psnr_noisy:.2f}\")\n", + "\n", + " ax[i, 1].imshow(pred_image, cmap=\"gray\")\n", + " ax[i, 1].title.set_text(f\"Prediction\\nPSNR: {psnr_result:.2f}\")\n", + "\n", + " ax[i, 2].imshow(gts[images[i]], cmap=\"gray\")\n", + " ax[i, 2].title.set_text(\"Ground-truth\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compute metrics" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "psnrs = np.zeros((len(prediction), 1))\n", + "\n", + "for i, (pred, gt) in enumerate(zip(prediction, gts)):\n", + " psnrs[i] = psnr(gt, pred.squeeze(), pred.max())\n", + "\n", + "print(f\"PSNR: {psnrs.mean():.2f} +/- {psnrs.std():.2f}\")\n", + "print(\"Reported PSNR: 27.71\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create cover" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# create a cover image\n", + "im_idx = 3\n", + "cv_image_noisy = noises[im_idx]\n", + "cv_image_pred = prediction[im_idx].squeeze()\n", + "\n", + "# create image\n", + "cover = np.zeros((256, 256))\n", + "(height, width) = cv_image_noisy.shape\n", + "assert height > 256\n", + "assert width > 256\n", + "\n", + "# normalize train and prediction\n", + "norm_noise = (cv_image_noisy - cv_image_noisy.min()) / (\n", + " cv_image_noisy.max() - cv_image_noisy.min()\n", + ")\n", + "norm_pred = (cv_image_pred - cv_image_pred.min()) / (\n", + " cv_image_pred.max() - cv_image_pred.min()\n", + ")\n", + "\n", + "# fill in halves\n", + "cover[:, : 256 // 2] = norm_noise[\n", + " height // 2 - 256 // 2 : height // 2 + 256 // 2, width // 2 - 256 // 2 : width // 2\n", + "]\n", + "cover[:, 256 // 2 :] = norm_pred[\n", + " height // 2 - 256 // 2 : height // 2 + 256 // 2, width // 2 : width // 2 + 256 // 2\n", + "]\n", + "\n", + "# plot the single image\n", + "plt.imshow(cover, cmap=\"gray\")\n", + "\n", + "# save the image\n", + "im = Image.fromarray(cover * 255)\n", + "im = im.convert(\"L\")\n", + "im.save(\"BSD68_Noise2Void_lightning_api.jpeg\")" + ] + } + ], + "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": "3.10.14" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/applications/lightning_api/2D/hdn/BSD68_HDN_lightning_api.ipynb b/applications/lightning_api/2D/hdn/BSD68_HDN_lightning_api.ipynb new file mode 100644 index 0000000..e8ce0b0 --- /dev/null +++ b/applications/lightning_api/2D/hdn/BSD68_HDN_lightning_api.ipynb @@ -0,0 +1,399 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The BSD68 dataset was adapted from K. Zhang et al (TIP, 2017) and is composed of natural\n", + "images. The noise was artificially added, allowing for quantitative comparisons with the\n", + "ground truth, one of the benchmark used in many denoising publications. Here, we check \n", + "the performances of Noise2Void using the Lightning API of CAREamics.\n", + "\n", + "This API gives you more freedom to customize the training by using wrappers around the\n", + "main elements of CAREamics: the datasets and the lightning module." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Imports necessary to execute the code\n", + "from pathlib import Path\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import tifffile\n", + "from PIL import Image\n", + "from careamics.lightning import (\n", + " create_predict_datamodule,\n", + " create_train_datamodule,\n", + ")\n", + "from careamics.lightning.lightning_module import VAEModule\n", + "from careamics.config import create_hdn_configuration\n", + "from careamics.config.support import SupportedTransform\n", + "from careamics.prediction_utils import convert_outputs\n", + "from careamics.utils.metrics import psnr\n", + "from careamics_portfolio import PortfolioManager\n", + "from pytorch_lightning import Trainer\n", + "from pytorch_lightning.callbacks import ModelCheckpoint" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Import the dataset\n", + "\n", + "The dataset can be directly downloaded using the `careamics-portfolio` package, which\n", + "uses `pooch` to download the data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# instantiate data portfolio manage\n", + "portfolio = PortfolioManager()\n", + "\n", + "# and download the data\n", + "root_path = Path(\"./data\")\n", + "files = portfolio.denoising.N2V_BSD68.download(root_path)\n", + "\n", + "# create paths for the data\n", + "data_path = Path(root_path / \"denoising-N2V_BSD68.unzip/BSD68_reproducibility_data\")\n", + "train_path = data_path / \"train\"\n", + "val_path = data_path / \"val\"\n", + "test_path = data_path / \"test\" / \"images\"\n", + "gt_path = data_path / \"test\" / \"gt\"" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# load training and validation image and show them side by side\n", + "single_train_image = tifffile.imread(next(iter(train_path.rglob(\"*.tiff\"))))[0]\n", + "single_val_image = tifffile.imread(next(iter(val_path.rglob(\"*.tiff\"))))[0]\n", + "\n", + "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", + "ax[0].imshow(single_train_image, cmap=\"gray\")\n", + "ax[0].set_title(\"Training Image\")\n", + "ax[1].imshow(single_val_image, cmap=\"gray\")\n", + "ax[1].set_title(\"Validation Image\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train with the CAREamics Lightning API\n", + "\n", + "Using the Lightning API of CAREamics, you need to instantiate the lightning module, the \n", + "data module and the trainer yourself.\n", + "\n", + "### Create the Lightning module" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "config = create_hdn_configuration(\n", + " experiment_name=\"bsd68_hdn\",\n", + " data_type=\"tiff\",\n", + " axes=\"SYX\",\n", + " z_dims=[32] * 4,\n", + " patch_size=(128, 128),\n", + " batch_size=64,\n", + " num_epochs=5,\n", + " predict_logvar=\"pixelwise\",\n", + " train_dataloader_params={\"num_workers\": 4},\n", + " val_dataloader_params={\"num_workers\": 4},\n", + " logger=None\n", + ")\n", + "\n", + "print(config)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the data module" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model = VAEModule(config.algorithm_config)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "train_data_module = create_train_datamodule(\n", + " train_data=train_path,\n", + " val_data=val_path,\n", + " data_type=config.data_config.data_type,\n", + " patch_size=config.data_config.patch_size,\n", + " axes=config.data_config.axes,\n", + " batch_size=config.data_config.batch_size,\n", + " transforms=[],\n", + " train_dataloader_params=config.data_config.train_dataloader_params,\n", + " val_dataloader_params=config.data_config.val_dataloader_params,\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create the trainer\n", + "\n", + "Note that here we modify the prediction loop, but this will be changed in the near\n", + "future." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# Create Callbacks\n", + "root = Path(\"bsd68_n2v\")\n", + "callbacks = [\n", + " ModelCheckpoint(\n", + " dirpath=root / \"checkpoints\",\n", + " filename=\"bsd68_lightning_api\",\n", + " save_last=True,\n", + " )\n", + "]\n", + "\n", + "# Create a Lightning Trainer\n", + "trainer = Trainer(\n", + " max_epochs=config.training_config.lightning_trainer_config[\"max_epochs\"],\n", + " default_root_dir=root,\n", + " callbacks=callbacks,\n", + ")\n", + "\n", + "# Train the model\n", + "trainer.fit(model, datamodule=train_data_module)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Predict with CAREamics Lightning API\n", + "\n", + "### Define the prediction datamodule" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "means, stds = train_data_module.get_data_statistics()\n", + "pred_data_module = create_predict_datamodule(\n", + " pred_data=test_path,\n", + " data_type=\"tiff\",\n", + " axes=\"YX\",\n", + " batch_size=1,\n", + " tta_transforms=False, #not implemented\n", + " image_means=means,\n", + " image_stds=stds,\n", + " tile_size=(128, 128),\n", + " tile_overlap=(32, 32),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Predict" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [ + "remove_output" + ] + }, + "outputs": [], + "source": [ + "# Predict\n", + "prediction = trainer.predict(model, datamodule=pred_data_module)\n", + "\n", + "# Convert the outputs to the original format, mostly useful if tiling is used\n", + "prediction = convert_outputs(prediction, tiled=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualize the prediction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Show two images\n", + "noises = [tifffile.imread(f) for f in sorted(test_path.glob(\"*.tiff\"))]\n", + "gts = [tifffile.imread(f) for f in sorted(gt_path.glob(\"*.tiff\"))]\n", + "\n", + "# images to show\n", + "images = np.random.choice(range(len(noises)), 3)\n", + "\n", + "fig, ax = plt.subplots(3, 3, figsize=(15, 15))\n", + "fig.tight_layout()\n", + "\n", + "for i in range(3):\n", + " pred_image = prediction[images[i]].squeeze()\n", + " psnr_noisy = psnr(gts[images[i]], noises[images[i]], data_range=noises[images[i]].max())\n", + " psnr_result = psnr(gts[images[i]], pred_image, pred_image.max())\n", + "\n", + " ax[i, 0].imshow(noises[images[i]], cmap=\"gray\")\n", + " ax[i, 0].title.set_text(f\"Noisy\\nPSNR: {psnr_noisy:.2f}\")\n", + "\n", + " ax[i, 1].imshow(pred_image, cmap=\"gray\")\n", + " ax[i, 1].title.set_text(f\"Prediction\\nPSNR: {psnr_result:.2f}\")\n", + "\n", + " ax[i, 2].imshow(gts[images[i]], cmap=\"gray\")\n", + " ax[i, 2].title.set_text(\"Ground-truth\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compute metrics" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "psnrs = np.zeros((len(prediction), 1))\n", + "\n", + "for i, (pred, gt) in enumerate(zip(prediction, gts)):\n", + " psnrs[i] = psnr(gt, pred.squeeze(), pred.max())\n", + "\n", + "print(f\"PSNR: {psnrs.mean():.2f} +/- {psnrs.std():.2f}\")\n", + "print(\"Reported PSNR: 27.71\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create cover" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# create a cover image\n", + "im_idx = 3\n", + "cv_image_noisy = noises[im_idx]\n", + "cv_image_pred = prediction[im_idx].squeeze()\n", + "\n", + "# create image\n", + "cover = np.zeros((256, 256)) \n", + "(height, width) = cv_image_noisy.shape\n", + "assert height > 256\n", + "assert width > 256\n", + "\n", + "# normalize train and prediction\n", + "norm_noise = (cv_image_noisy - cv_image_noisy.min()) / (cv_image_noisy.max() - cv_image_noisy.min())\n", + "norm_pred = (cv_image_pred - cv_image_pred.min()) / (cv_image_pred.max() - cv_image_pred.min())\n", + "\n", + "# fill in halves\n", + "cover[:, :256 // 2] = norm_noise[height // 2 - 256 // 2:height // 2 + 256 // 2, width // 2 - 256 // 2:width // 2]\n", + "cover[:, 256 // 2:] = norm_pred[height // 2 - 256 // 2:height // 2 + 256 // 2, width // 2:width // 2 + 256 // 2]\n", + "\n", + "# plot the single image\n", + "plt.imshow(cover, cmap=\"gray\")\n", + "\n", + "# save the image\n", + "im = Image.fromarray(cover * 255)\n", + "im = im.convert('L')\n", + "im.save(\"BSD68_Noise2Void_lightning_api.jpeg\")" + ] + } + ], + "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", 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