From bc74c809a17dbebd2633b2f77a0b8ef60bf0d92b Mon Sep 17 00:00:00 2001 From: Fischer Robert Date: Fri, 29 Jul 2022 10:51:59 +0200 Subject: [PATCH] not as good as Weka --- test.ipynb | 223 ++++++++++++++++++++++++------------------------- test_GUI.ipynb | 119 ++++++++++++++++++++++++++ 2 files changed, 229 insertions(+), 113 deletions(-) create mode 100644 test_GUI.ipynb diff --git a/test.ipynb b/test.ipynb index 0f784fc..f4b615f 100644 --- a/test.ipynb +++ b/test.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "f99190a8-0619-45ea-91eb-c1fffa53f552", "metadata": {}, "outputs": [], @@ -32,11 +32,6 @@ "execution_count": 2, "id": "e9cad7e6-677e-477f-aad2-a418b4c7e5ea", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true, - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -73,9 +68,6 @@ "cell_type": "markdown", "id": "67b52dc7-2826-4798-8e3c-570aa3287c8b", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "source": [ @@ -87,9 +79,6 @@ "execution_count": 3, "id": "2ae21cf3-a911-4856-8586-1ccaf4789ac7", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -122,13 +111,13 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 21, "id": "d5477744-c35d-4e71-9588-f5519dd6665f", "metadata": {}, "outputs": [], "source": [ "def TWS_gaussian(im, sig=0):\n", - " G = filters.gaussian(im, sigma=sig, mode='reflect', preserve_range=True)\n", + " G = filters.gaussian(im, sigma=sig, mode='reflect') #, preserve_range=True\n", " fullname = ''.join(['gaussian_',f'{sig:.1f}'])\n", " return G, fullname\n", "\n", @@ -136,11 +125,11 @@ " fullnames = []\n", " gstack = np.zeros((im.shape[0],im.shape[1], len(sigmas)))\n", " for sig,i in zip(sigmas, range(len(sigmas))):\n", - " if np.abs(sig-0)<0.1:\n", - " gstack[:,:,i] = im\n", - " name = ''.join(['gaussian_',f'{0:.1f}'])\n", - " else:\n", - " gstack[:,:,i], name = TWS_gaussian(im, sig)\n", + " # if np.abs(sig-0)<0.1:\n", + " # gstack[:,:,i] = im\n", + " # name = ''.join(['gaussian_',f'{0:.1f}'])\n", + " # else:\n", + " gstack[:,:,i], name = TWS_gaussian(im, sig)\n", " fullnames.append(name)\n", " return gstack, fullnames\n", "\n", @@ -243,6 +232,22 @@ " max_stack[:,:,i], fullname = TWS_maximum(im, sig)\n", " fullnames.append(fullname)\n", " return max_stack, fullnames\n", + "\n", + "def TWS_median(im, sigma):\n", + " M = filters.rank.median(im, disk(sigma))\n", + " fullname = ''.join(['median_',f'{sigma:.1f}'])\n", + " return M, fullname\n", + "\n", + "def TWS_median_stack(im, sigmas):\n", + " size = len(sigmas)-1\n", + " med_stack = np.zeros((im.shape[0], im.shape[1], size))\n", + " fullnames = []\n", + " i = 0\n", + " for i in range(size):\n", + " sig = sigmas[i+1]\n", + " med_stack[:,:,i], fullname = TWS_median(im, sig)\n", + " fullnames.append(fullname)\n", + " return med_stack, fullnames\n", " " ] }, @@ -256,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 28, "id": "7aa8958e-62a5-4ec3-a4db-3c743cbb6aac", "metadata": {}, "outputs": [], @@ -296,12 +301,17 @@ " stack_list.append(min_stack)\n", " feat_names = feat_names + minfeat\n", "\n", - " \n", " #maximum filters\n", " if feat_select['maximum']:\n", " max_stack, maxfeat = TWS_maximum_stack(im, sigmas)\n", " stack_list.append(max_stack)\n", " feat_names = feat_names + maxfeat\n", + " \n", + " #median filters\n", + " if feat_select['median']:\n", + " med_stack, medfeat = TWS_median_stack(im, sigmas)\n", + " stack_list.append(med_stack)\n", + " feat_names = feat_names + medfeat\n", " \n", " feat_stack = np.dstack(stack_list)\n", " \n", @@ -322,7 +332,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "id": "0e2c0149-2914-4ad4-a0d8-5a840029bee5", "metadata": {}, "outputs": [], @@ -352,7 +362,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 5, "id": "7c271a65-4563-4758-8523-d08bfa27cc36", "metadata": {}, "outputs": [], @@ -373,7 +383,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 6, "id": "aa130555-8c40-487c-ab94-6e9b408aa44b", "metadata": {}, "outputs": [], @@ -439,9 +449,6 @@ "execution_count": 9, "id": "d2dfbddf-9404-4e5b-9422-ba55655a03d5", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -462,9 +469,6 @@ "execution_count": 10, "id": "d13ec30e-f17a-4dd3-bcb3-10c1e9624fb2", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -478,9 +482,6 @@ "execution_count": 10, "id": "eb355b4a-1fad-4f0d-9b4e-2bf5daf83484", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -497,11 +498,6 @@ "execution_count": 12, "id": "b38ee15d-0566-4fa0-8cca-e42a3147518c", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true, - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -536,9 +532,6 @@ "execution_count": 13, "id": "97e3e924-53dc-4e06-81be-6d40b55810c2", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -560,9 +553,6 @@ "execution_count": 14, "id": "12e8c38c-d0e0-41f7-bdcd-92bc933f9858", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -581,11 +571,6 @@ "execution_count": 37, "id": "14cecb29-3057-49ab-8304-4283ec4951cf", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true, - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -621,11 +606,6 @@ "execution_count": 27, "id": "4796f392-f528-4665-9bf8-eff04abd69b8", "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true, - "source_hidden": true - }, "tags": [] }, "outputs": [ @@ -689,9 +669,6 @@ "execution_count": 31, "id": "eb095e9d-ff33-435a-90b1-e2ad79c58f64", "metadata": { - "jupyter": { - "source_hidden": true - }, "tags": [] }, "outputs": [], @@ -707,8 +684,7 @@ "metadata": { "collapsed": true, "jupyter": { - "outputs_hidden": true, - "source_hidden": true + "outputs_hidden": true }, "tags": [] }, @@ -871,7 +847,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 7, "id": "8adb4810-7f34-4017-9acd-063306612718", "metadata": {}, "outputs": [], @@ -887,12 +863,12 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 55, "id": "993e7766-2947-4d96-b471-1985e571767e", "metadata": {}, "outputs": [], "source": [ - "sigmas = [0, 2,4,8] #hard-coded for now, sobel and hessian require that first sigma is 0, diff, gaussian(sig=0) = 0\n", + "sigmas = [0, 2,4] #hard-coded for now, sobel and hessian require that first sigma is 0, diff, gaussian(sig=0) = 0\n", "\n", "# default feature choice\n", "feat_select = {'Gaussian': True,\n", @@ -900,14 +876,15 @@ " 'Hessian': True,\n", " 'Diff of Gaussians': True,\n", " 'maximum': True,\n", - " 'minimum': True\n", + " 'minimum': True,\n", + " 'median': True\n", " }\n", " \n" ] }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 27, "id": "23c431a0-b19a-4914-b9d0-84fd69d21d65", "metadata": {}, "outputs": [ @@ -919,10 +896,11 @@ " 'Hessian': True,\n", " 'Diff of Gaussians': True,\n", " 'maximum': True,\n", - " 'minimum': True}" + " 'minimum': True,\n", + " 'median': True}" ] }, - "execution_count": 131, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -933,7 +911,7 @@ }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 56, "id": "b9b07c5f-fca4-4fc7-b2ea-b7a140b59327", "metadata": {}, "outputs": [], @@ -951,7 +929,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "id": "eb83d038-fd5b-45ba-9714-23b6ba159aea", "metadata": {}, "outputs": [ @@ -959,8 +937,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "try time step 1\n", - "try slice number 67\n", + "try time step 6\n", + "try slice number 87\n", "create missing training set with ImageJ-script!\n" ] } @@ -984,7 +962,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 57, "id": "dbb17ad9-f296-430e-9f44-864d031909bb", "metadata": {}, "outputs": [ @@ -996,19 +974,33 @@ ] }, { - "ename": "ValueError", - "evalue": "could not broadcast input array from shape (690,744,7) into shape (690,744,8)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [133]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 24\u001b[0m X,y, feat_stack, clf \u001b[38;5;241m=\u001b[39m slicewise_classify_for_training(im, slice_name,sigmas,XTM_data_path, training_path, feat_select, feat_stack\u001b[38;5;241m=\u001b[39mtraining_dict[slice_name][\u001b[38;5;241m2\u001b[39m], truth\u001b[38;5;241m=\u001b[39mtruth, training_dict\u001b[38;5;241m=\u001b[39mtraining_dict)\n\u001b[0;32m 25\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m---> 26\u001b[0m X,y, feat_stack, clf \u001b[38;5;241m=\u001b[39m \u001b[43mslicewise_classify_for_training\u001b[49m\u001b[43m(\u001b[49m\u001b[43mim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mslice_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43msigmas\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mXTM_data_path\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtraining_path\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfeat_select\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtruth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtruth\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtraining_dict\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtraining_dict\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 28\u001b[0m training_dict[slice_name] \u001b[38;5;241m=\u001b[39m (X,y, feat_stack)\n\u001b[0;32m 29\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtraining dict contains \u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;28mlen\u001b[39m(training_dict\u001b[38;5;241m.\u001b[39mkeys()),\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mentries, keep track of memory\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", - "Input \u001b[1;32mIn [126]\u001b[0m, in \u001b[0;36mslicewise_classify_for_training\u001b[1;34m(im, slice_name, sigmas, training_path, XTM_data_path, feat_select, plot, feat_stack, truth, training_dict)\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m feat_stack \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 18\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcreating feature stack\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m---> 19\u001b[0m X,y, feat_stack \u001b[38;5;241m=\u001b[39m \u001b[43mlabel_data_slice\u001b[49m\u001b[43m(\u001b[49m\u001b[43mim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtruth\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msigmas\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfeat_select\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 20\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 21\u001b[0m X,y, feat_stack \u001b[38;5;241m=\u001b[39m label_data_slice(im, truth, sigmas, feat_select, feat_stack\u001b[38;5;241m=\u001b[39mfeat_stack) \n", - "Input \u001b[1;32mIn [8]\u001b[0m, in \u001b[0;36mlabel_data_slice\u001b[1;34m(im, truth, sigmas, feat_select, feat_stack)\u001b[0m\n\u001b[0;32m 6\u001b[0m phase3 \u001b[38;5;241m=\u001b[39m truth\u001b[38;5;241m==\u001b[39m\u001b[38;5;241m4\u001b[39m\n\u001b[0;32m 8\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m feat_stack \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m----> 9\u001b[0m feat_stack, _ \u001b[38;5;241m=\u001b[39m \u001b[43mTWS_feature_stack\u001b[49m\u001b[43m(\u001b[49m\u001b[43mim\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msigmas\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfeat_select\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 11\u001b[0m X1 \u001b[38;5;241m=\u001b[39m feat_stack[phase1]\n\u001b[0;32m 12\u001b[0m y1 \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mzeros(X1\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m])\n", - "Input \u001b[1;32mIn [76]\u001b[0m, in \u001b[0;36mTWS_feature_stack\u001b[1;34m(im, sigmas, feat_select)\u001b[0m\n\u001b[0;32m 18\u001b[0m \u001b[38;5;66;03m#stack of hessian stacks for every sigma\u001b[39;00m\n\u001b[0;32m 19\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m feat_select[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mHessian\u001b[39m\u001b[38;5;124m'\u001b[39m]:\n\u001b[1;32m---> 20\u001b[0m h_stack, hfeat \u001b[38;5;241m=\u001b[39m \u001b[43mTWS_hessian_stack\u001b[49m\u001b[43m(\u001b[49m\u001b[43mg_stack\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msigmas\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 21\u001b[0m stack_list\u001b[38;5;241m.\u001b[39mappend(h_stack)\n\u001b[0;32m 22\u001b[0m feat_names \u001b[38;5;241m=\u001b[39m feat_names \u001b[38;5;241m+\u001b[39m hfeat\n", - "Input \u001b[1;32mIn [130]\u001b[0m, in \u001b[0;36mTWS_hessian_stack\u001b[1;34m(gstack, sigmas)\u001b[0m\n\u001b[0;32m 62\u001b[0m fullnames \u001b[38;5;241m=\u001b[39m []\n\u001b[0;32m 63\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mlen\u001b[39m(sigmas)):\n\u001b[1;32m---> 64\u001b[0m Hstack[:,:,i\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m8\u001b[39m:i\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m8\u001b[39m\u001b[38;5;241m+\u001b[39m\u001b[38;5;241m8\u001b[39m], names \u001b[38;5;241m=\u001b[39m TWS_hessian(gstack[:,:,i],sigmas[i])\n\u001b[0;32m 65\u001b[0m fullnames \u001b[38;5;241m=\u001b[39m fullnames \u001b[38;5;241m+\u001b[39m names\n\u001b[0;32m 66\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m Hstack, fullnames\n", - "\u001b[1;31mValueError\u001b[0m: could not broadcast input array from shape (690,744,7) into shape (690,744,8)" + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\fische_r\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\skimage\\filters\\rank\\generic.py:262: UserWarning: Bad rank filter performance is expected due to a large number of bins (38360), equivalent to an approximate bitdepth of 15.2.\n", + " image, footprint, out, mask, n_bins = _preprocess_input(image, footprint,\n" ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "training and classifying\n", + "save slice result, retrain if needed\n", + "training dict contains 1 entries, keep track of memory\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -1047,17 +1039,7 @@ }, { "cell_type": "code", - "execution_count": 38, - "id": "694508cc-c1b3-44f1-b36a-8a5d3c6998af", - "metadata": {}, - "outputs": [], - "source": [ - "feat_stack = training_dict['ts_5_slice_54'][2]" - ] - }, - { - "cell_type": "code", - "execution_count": 116, + "execution_count": 58, "id": "9eb5c087-c81f-411c-aefc-0fd5d09a58f2", "metadata": { "tags": [] @@ -1079,7 +1061,28 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 29, + "id": "9bcfe1ce-d6d0-4596-b63b-50dd82b415ae", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "55" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(feat_names)" + ] + }, + { + "cell_type": "code", + "execution_count": 59, "id": "6b0bff50-3dee-4851-ab23-345496886e14", "metadata": { "tags": [] @@ -1089,30 +1092,23 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\fische_r\\AppData\\Local\\Temp\\ipykernel_10900\\968998534.py:2: MatplotlibDeprecationWarning: Passing the linefmt parameter positionally is deprecated since Matplotlib 3.5; the parameter will become keyword-only two minor releases later.\n", + "C:\\Users\\fische_r\\AppData\\Local\\Temp\\ipykernel_12928\\1483009324.py:2: MatplotlibDeprecationWarning: Passing the linefmt parameter positionally is deprecated since Matplotlib 3.5; the parameter will become keyword-only two minor releases later.\n", " plt.stem(feat_names,clf.feature_importances_,'x')\n" ] }, { - "ename": "ValueError", - "evalue": "could not broadcast input array from shape (2,) into shape (20,)", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [123]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure( figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m16\u001b[39m,\u001b[38;5;241m9\u001b[39m))\n\u001b[1;32m----> 2\u001b[0m \u001b[43mplt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstem\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfeat_names\u001b[49m\u001b[43m,\u001b[49m\u001b[43mclf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfeature_importances_\u001b[49m\u001b[43m,\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mx\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mxticks(rotation\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m90\u001b[39m)\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\matplotlib\\pyplot.py:2885\u001b[0m, in \u001b[0;36mstem\u001b[1;34m(linefmt, markerfmt, basefmt, bottom, label, use_line_collection, orientation, data, *args)\u001b[0m\n\u001b[0;32m 2880\u001b[0m \u001b[38;5;129m@_copy_docstring_and_deprecators\u001b[39m(Axes\u001b[38;5;241m.\u001b[39mstem)\n\u001b[0;32m 2881\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mstem\u001b[39m(\n\u001b[0;32m 2882\u001b[0m \u001b[38;5;241m*\u001b[39margs, linefmt\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, markerfmt\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, basefmt\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, bottom\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m,\n\u001b[0;32m 2883\u001b[0m label\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, use_line_collection\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, orientation\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mvertical\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m 2884\u001b[0m data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m-> 2885\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m gca()\u001b[38;5;241m.\u001b[39mstem(\n\u001b[0;32m 2886\u001b[0m \u001b[38;5;241m*\u001b[39margs, linefmt\u001b[38;5;241m=\u001b[39mlinefmt, markerfmt\u001b[38;5;241m=\u001b[39mmarkerfmt, basefmt\u001b[38;5;241m=\u001b[39mbasefmt,\n\u001b[0;32m 2887\u001b[0m bottom\u001b[38;5;241m=\u001b[39mbottom, label\u001b[38;5;241m=\u001b[39mlabel,\n\u001b[0;32m 2888\u001b[0m use_line_collection\u001b[38;5;241m=\u001b[39muse_line_collection,\n\u001b[0;32m 2889\u001b[0m orientation\u001b[38;5;241m=\u001b[39morientation,\n\u001b[0;32m 2890\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m({\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdata\u001b[39m\u001b[38;5;124m\"\u001b[39m: data} \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m {}))\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\matplotlib\\__init__.py:1412\u001b[0m, in \u001b[0;36m_preprocess_data..inner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m 1409\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[0;32m 1410\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21minner\u001b[39m(ax, \u001b[38;5;241m*\u001b[39margs, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 1411\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1412\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(ax, \u001b[38;5;241m*\u001b[39m\u001b[38;5;28mmap\u001b[39m(sanitize_sequence, args), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1414\u001b[0m bound \u001b[38;5;241m=\u001b[39m new_sig\u001b[38;5;241m.\u001b[39mbind(ax, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1415\u001b[0m auto_label \u001b[38;5;241m=\u001b[39m (bound\u001b[38;5;241m.\u001b[39marguments\u001b[38;5;241m.\u001b[39mget(label_namer)\n\u001b[0;32m 1416\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m bound\u001b[38;5;241m.\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(label_namer))\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\matplotlib\\axes\\_axes.py:2890\u001b[0m, in \u001b[0;36mAxes.stem\u001b[1;34m(self, linefmt, markerfmt, basefmt, bottom, label, use_line_collection, orientation, *args)\u001b[0m\n\u001b[0;32m 2888\u001b[0m linestyle \u001b[38;5;241m=\u001b[39m rcParams[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlines.linestyle\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m 2889\u001b[0m xlines \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvlines \u001b[38;5;28;01mif\u001b[39;00m orientation \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvertical\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhlines\n\u001b[1;32m-> 2890\u001b[0m stemlines \u001b[38;5;241m=\u001b[39m \u001b[43mxlines\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 2891\u001b[0m \u001b[43m \u001b[49m\u001b[43mlocs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbottom\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheads\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2892\u001b[0m \u001b[43m \u001b[49m\u001b[43mcolors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlinecolor\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlinestyles\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlinestyle\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m_nolegend_\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 2893\u001b[0m \u001b[38;5;66;03m# Old behaviour is to plot each of the lines individually\u001b[39;00m\n\u001b[0;32m 2894\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 2895\u001b[0m stemlines \u001b[38;5;241m=\u001b[39m []\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\matplotlib\\__init__.py:1412\u001b[0m, in \u001b[0;36m_preprocess_data..inner\u001b[1;34m(ax, data, *args, **kwargs)\u001b[0m\n\u001b[0;32m 1409\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[0;32m 1410\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21minner\u001b[39m(ax, \u001b[38;5;241m*\u001b[39margs, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 1411\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1412\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(ax, \u001b[38;5;241m*\u001b[39m\u001b[38;5;28mmap\u001b[39m(sanitize_sequence, args), \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1414\u001b[0m bound \u001b[38;5;241m=\u001b[39m new_sig\u001b[38;5;241m.\u001b[39mbind(ax, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 1415\u001b[0m auto_label \u001b[38;5;241m=\u001b[39m (bound\u001b[38;5;241m.\u001b[39marguments\u001b[38;5;241m.\u001b[39mget(label_namer)\n\u001b[0;32m 1416\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m bound\u001b[38;5;241m.\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(label_namer))\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\matplotlib\\axes\\_axes.py:1134\u001b[0m, in \u001b[0;36mAxes.vlines\u001b[1;34m(self, x, ymin, ymax, colors, linestyles, label, **kwargs)\u001b[0m\n\u001b[0;32m 1132\u001b[0m masked_verts[:, \u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m=\u001b[39m ymin\n\u001b[0;32m 1133\u001b[0m masked_verts[:, \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m=\u001b[39m x\n\u001b[1;32m-> 1134\u001b[0m masked_verts[:, \u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m=\u001b[39m ymax\n\u001b[0;32m 1136\u001b[0m lines \u001b[38;5;241m=\u001b[39m mcoll\u001b[38;5;241m.\u001b[39mLineCollection(masked_verts, colors\u001b[38;5;241m=\u001b[39mcolors,\n\u001b[0;32m 1137\u001b[0m linestyles\u001b[38;5;241m=\u001b[39mlinestyles, label\u001b[38;5;241m=\u001b[39mlabel)\n\u001b[0;32m 1138\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39madd_collection(lines, autolim\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n", - "File \u001b[1;32m~\\Miniconda3\\envs\\pyweka\\lib\\site-packages\\numpy\\ma\\core.py:3377\u001b[0m, in \u001b[0;36mMaskedArray.__setitem__\u001b[1;34m(self, indx, value)\u001b[0m\n\u001b[0;32m 3374\u001b[0m mval \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([\u001b[38;5;28;01mFalse\u001b[39;00m] \u001b[38;5;241m*\u001b[39m \u001b[38;5;28mlen\u001b[39m(_dtype\u001b[38;5;241m.\u001b[39mnames))\n\u001b[0;32m 3375\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m _mask \u001b[38;5;129;01mis\u001b[39;00m nomask:\n\u001b[0;32m 3376\u001b[0m \u001b[38;5;66;03m# Set the data, then the mask\u001b[39;00m\n\u001b[1;32m-> 3377\u001b[0m _data[indx] \u001b[38;5;241m=\u001b[39m dval\n\u001b[0;32m 3378\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m mval \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m nomask:\n\u001b[0;32m 3379\u001b[0m _mask \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_mask \u001b[38;5;241m=\u001b[39m make_mask_none(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mshape, _dtype)\n", - "\u001b[1;31mValueError\u001b[0m: could not broadcast input array from shape (2,) into shape (20,)" - ] + "data": { + "text/plain": [ + "Text(0, 0.5, 'importance')" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -1126,7 +1122,8 @@ "source": [ "plt.figure( figsize=(16,9))\n", "plt.stem(feat_names,clf.feature_importances_,'x')\n", - "plt.xticks(rotation=90)" + "plt.xticks(rotation=90)\n", + "plt.ylabel('importance')" ] }, { diff --git a/test_GUI.ipynb b/test_GUI.ipynb new file mode 100644 index 0000000..120d3ef --- /dev/null +++ b/test_GUI.ipynb @@ -0,0 +1,119 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "id": "7caa5f0e-f6e4-4bc4-a208-48734e8cad81", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import os\n", + "from skimage import io\n", + "import matplotlib.pyplot as plt\n", + "XTM_data_path = r\"C:\\Zwischenlager\\wood_time_slices\\00_raw\"\n", + "training_path = r\"C:\\Zwischenlager\\wood_time_slices\\training_data\"\n", + "time_step = 5\n", + "slice_number = 54\n", + "\n", + "time_folder = os.listdir(XTM_data_path)\n", + "timestep_folder = time_folder[time_step]\n", + "images = os.listdir(os.path.join(XTM_data_path, timestep_folder))\n", + "image_name = images[slice_number]\n", + "im = io.imread(os.path.join(XTM_data_path, timestep_folder, image_name))\n", + "plt.imshow(im)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3b41aba3-e0d3-47e9-a0aa-f79650382f6d", + "metadata": {}, + "outputs": [ + { + "ename": "TclError", + "evalue": "unknown option \"\"", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTclError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m~\\AppData\\Local\\Temp\\ipykernel_15176\\1758871531.py\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 13\u001b[0m \u001b[0miamge\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mImageTk\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mPhotoImage\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 14\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 15\u001b[1;33m \u001b[0mcanvas\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcreate_image\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mimage\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[0mapp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmainloop\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\Miniconda3\\lib\\tkinter\\__init__.py\u001b[0m in \u001b[0;36mcreate_image\u001b[1;34m(self, *args, **kw)\u001b[0m\n\u001b[0;32m 2817\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcreate_image\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2818\u001b[0m \u001b[1;34m\"\"\"Create image item with coordinates x1,y1.\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2819\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_create\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'image'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2820\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2821\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcreate_line\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\Miniconda3\\lib\\tkinter\\__init__.py\u001b[0m in \u001b[0;36m_create\u001b[1;34m(self, itemType, args, kw)\u001b[0m\n\u001b[0;32m 2803\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2804\u001b[0m \u001b[0mcnf\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2805\u001b[1;33m return self.tk.getint(self.tk.call(\n\u001b[0m\u001b[0;32m 2806\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_w\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'create'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mitemType\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2807\u001b[0m *(args + self._options(cnf, kw))))\n", + "\u001b[1;31mTclError\u001b[0m: unknown option \"\"" + ] + } + ], + "source": [ + "from tkinter import *\n", + "from PIL import Image, ImageTk\n", + "impath = os.path.join(XTM_data_path, timestep_folder, image_name)\n", + "\n", + "\n", + "app = Tk()\n", + "app.geometry(\"400x400\")\n", + "\n", + "canvas = Canvas(app, bg = 'black')\n", + "canvas.pack(anchor = 'nw', fill = 'both', expand = 1)\n", + "\n", + "image = Image.open(impath)\n", + "iamge = ImageTk.\n", + "\n", + "canvas.create_image(0,0, image)\n", + "\n", + "app.mainloop()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8100e38a-f157-4240-b728-d2e8e3748f61", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.10.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}