diff --git a/notebooks/scarlet-measure.ipynb b/notebooks/scarlet-measure.ipynb index 4c039774e..7fbd51b92 100644 --- a/notebooks/scarlet-measure.ipynb +++ b/notebooks/scarlet-measure.ipynb @@ -2,15 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": null, - "id": "ef7d108e", - "metadata": { - "ExecuteTime": { - "end_time": "2021-06-04T15:59:33.970734Z", - "start_time": "2021-06-04T15:59:33.423748Z" - }, - "scrolled": true - }, + "execution_count": 1, + "id": "598abe32", + "metadata": {}, "outputs": [], "source": [ "import astropy\n", @@ -25,7 +19,7 @@ }, { "cell_type": "markdown", - "id": "be4ac958", + "id": "4a255e37", "metadata": {}, "source": [ "# SCARLET implementation\n", @@ -38,7 +32,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "421e5c50", + "id": "1f4474c2", "metadata": {}, "outputs": [], "source": [ @@ -50,7 +44,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "bfd6eeb3", + "id": "c75713ed", "metadata": {}, "outputs": [], "source": [ @@ -66,38 +60,50 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "41a99bf5", + "execution_count": 4, + "id": "41236fd8", "metadata": {}, "outputs": [], "source": [ "def scarlet_measure(batch,idx,channels_last=False,surveys=None,**kwargs):\n", + " \"\"\"Measure function for SCARLET\n", + " \"\"\"\n", " if isinstance(batch[\"blend_images\"], dict):\n", " raise NotImplementedError(\"This function does not support the multi-resolution feature.\")\n", - " \n", + " \n", " sigma_noise = kwargs.get(\"sigma_noise\", 1.5)\n", " mean_sky_level = [btk.survey.get_mean_sky_level(surveys[0],filt) for filt in surveys[0].filters]\n", - "\n", + " \n", + " #Fist we carry out the detection, using SExtractor (sep being the python implementation)\n", " image = batch[\"blend_images\"][idx]\n", - " stamp_size = image.shape[-2] # true for both 'NCHW' or 'NHWC' formats.\n", + " stamp_size = image.shape[-2] \n", " channel_indx = 0 if not channels_last else -1\n", - " coadd = np.mean(image, axis=channel_indx) # Smallest dimension is the channels\n", + " coadd = np.mean(image, axis=channel_indx) \n", " bkg = sep.Background(coadd)\n", - " # Here the 1.5 value corresponds to a 1.5 sigma threshold for detection against noise.\n", " catalog, segmentation = sep.extract(\n", " coadd, sigma_noise, err=bkg.globalrms, segmentation_map=True\n", " )\n", " \n", + " # Put the image in the channels first format if not already the case\n", + " # The shape of the image is now (n_channels,stamp_size,stamp_size)\n", " image = np.moveaxis(image,-1,0) if channels_last else image\n", " \n", + " #Drawing the PSFs\n", " psf = np.array([p.drawImage(galsim.Image(image.shape[1],image.shape[2]),scale=survey.pixel_scale).array for p in batch[\"psf\"]])\n", - " #Initializing scarlet\n", - " bands=[0,1,2,3,4,5]\n", + " \n", + " ### Initializing scarlet ###\n", + " bands=[f.name for f in surveys[0].filters]\n", " model_psf = scarlet.GaussianPSF(sigma=(0.8,) * len(bands))\n", + " \n", + " # The frame contains informations about the blend\n", " model_frame = scarlet.Frame(image.shape, psf=model_psf, channels=bands)\n", + " \n", + " # The observation contains the blended images as well as additionnal informations\n", " observation = scarlet.Observation(\n", - " image, psf=scarlet.ImagePSF(psf), weights=1.0 / (image+np.resize(mean_sky_level,image.shape)), channels=bands\n", + " image, psf=scarlet.ImagePSF(psf), weights=np.ones(image.shape)/ (bkg.globalrms**2), channels=bands\n", " ).match(model_frame)\n", + " \n", + " # We define a source for each detection\n", " sources = []\n", " for n, detection in enumerate(catalog):\n", " result = scarlet.ExtendedSource(\n", @@ -108,33 +114,42 @@ " shifting=True,\n", " )\n", " sources.append(result)\n", - " blend = scarlet.Blend(sources, observation)\n", - " blend.fit(200, e_rel=1e-5)\n", " \n", - " im, selected_peaks = [], []\n", - " model=blend.get_model()\n", - " model_ = observation.render(model)\n", - " for k, component in enumerate(blend):\n", - " y, x = component.center\n", - " selected_peaks.append([x, y])\n", - " model = component.get_model(frame=model_frame)\n", - " model_ = observation.render(model)\n", - " model_ = np.transpose(model_, axes=(1, 2, 0)) if channels_last else model_\n", - " im.append(model_)\n", - " selected_peaks = np.array(selected_peaks)\n", - " t = astropy.table.Table()\n", - " t[\"x_peak\"] = selected_peaks[:,0]\n", - " t[\"y_peak\"] = selected_peaks[:,1]\n", + " ### Fitting the sources to the blend ###\n", + " try:\n", + " blend = scarlet.Blend(sources, observation)\n", + " blend.fit(200, e_rel=1e-5)\n", + " \n", + " ### Returning the results in a BTK compatible form ###\n", + " im, selected_peaks = [], []\n", + " for k, component in enumerate(sources):\n", + " y, x = component.center\n", + " selected_peaks.append([x, y])\n", + " model = component.get_model(frame=model_frame)\n", + " model_ = observation.render(model)\n", + " model_ = np.transpose(model_, axes=(1, 2, 0)) if channels_last else model_\n", + " im.append(model_)\n", + " selected_peaks = np.array(selected_peaks)\n", + " t = astropy.table.Table()\n", + " t[\"x_peak\"] = selected_peaks[:,0]\n", + " t[\"y_peak\"] = selected_peaks[:,1]\n", + " deblended_images = np.array(im)\n", + " \n", + " except AssertionError: #If the fitting fails\n", + " t = astropy.table.Table()\n", + " t[\"x_peak\"] = catalog[\"x\"]\n", + " t[\"y_peak\"] = catalog[\"y\"]\n", + " deblended_images=None\n", " \n", - " return {\"catalog\":t,\"segmentation\":None,\"deblended_images\":np.array(im)}\n", + " return {\"catalog\":t,\"segmentation\":None,\"deblended_images\":deblended_images}\n", " \n", " " ] }, { "cell_type": "code", - "execution_count": 7, - "id": "5c4b30fd", + "execution_count": 5, + "id": "0e6a3a71", "metadata": {}, "outputs": [], "source": [ @@ -152,11 +167,9 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7ea4cdf7", - "metadata": { - "scrolled": true - }, + "execution_count": 6, + "id": "e94f4d58", + "metadata": {}, "outputs": [], "source": [ "blend_results,measure_results,metrics_results = next(metrics_generator)" @@ -178,7 +191,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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" ] @@ -217,6 +230,93 @@ "\n", "btk.plot_utils.plot_efficiency_matrix(results[\"detection\"][\"eff_matrix\"])" ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eb814ea7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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