trained models

192aae07 · Abhishek Gupta · 0a266d02 · 192aae07 · 192aae07 · 192aae07
Commit 192aae07 authored Nov 25, 2022 by Abhishek Gupta
30 changed files
--- a/.ipynb_checkpoints/cnn1-checkpoint.ipynb
+++ b/.ipynb_checkpoints/cnn1-checkpoint.ipynb
--- a/.ipynb_checkpoints/cnn2-checkpoint.ipynb
+++ b/.ipynb_checkpoints/cnn2-checkpoint.ipynb
--- a/.ipynb_checkpoints/exploratory_data_analysis-checkpoint.ipynb
+++ b/.ipynb_checkpoints/exploratory_data_analysis-checkpoint.ipynb
--- a/.ipynb_checkpoints/non-neural-checkpoint.ipynb
+++ b/.ipynb_checkpoints/non-neural-checkpoint.ipynb
--- a/__pycache__/utils.cpython-39.pyc
+++ b/__pycache__/utils.cpython-39.pyc
--- a/cnn1.ipynb
+++ b/cnn1.ipynb
--- a/cnn2.ipynb
+++ b/cnn2.ipynb
--- a/exploratory_data_analysis.ipynb
+++ b/exploratory_data_analysis.ipynb
--- a/models/alexNet.hd5
+++ b/models/alexNet.hd5
--- a/models/ann.hd5
+++ b/models/ann.hd5
--- a/models/cnn1_model.hd5
+++ b/models/cnn1_model.hd5
--- a/models/cnn2_model.hd5
+++ b/models/cnn2_model.hd5
--- a/non-neural.ipynb
+++ b/non-neural.ipynb
--- a/results/ANN_accuracy.png
+++ b/results/ANN_accuracy.png
--- a/results/ANN_confusion.png
+++ b/results/ANN_confusion.png
--- a/results/ANN_loss.png
+++ b/results/ANN_loss.png
--- a/results/alexnet_accuracy.png
+++ b/results/alexnet_accuracy.png
--- a/results/alexnet_confusion.png
+++ b/results/alexnet_confusion.png
--- a/results/alexnet_loss.png
+++ b/results/alexnet_loss.png
--- a/results/cnn1_model_accuracy.png
+++ b/results/cnn1_model_accuracy.png
--- a/results/cnn1_model_confusion.png
+++ b/results/cnn1_model_confusion.png
--- a/results/cnn1_model_loss.png
+++ b/results/cnn1_model_loss.png
--- a/results/cnn2_model_accuracy.png
+++ b/results/cnn2_model_accuracy.png
--- a/results/cnn2_model_confusion.png
+++ b/results/cnn2_model_confusion.png
--- a/results/cnn2_model_loss.png
+++ b/results/cnn2_model_loss.png
--- a/results/letters_count.png
+++ b/results/letters_count.png
--- a/results/model_confusion.png
+++ b/results/model_confusion.png
--- a/results/pca.jpg
+++ b/results/pca.jpg
--- a/results/svc_confusion.png
+++ b/results/svc_confusion.png
--- a/results/svm_scores.txt
+++ b/results/svm_scores.txt
+              precision    recall  f1-score   support
+
+           0       0.99      1.00      1.00       331
+           1       1.00      1.00      1.00       432
+           2       1.00      1.00      1.00       310
+           3       1.00      1.00      1.00       245
+           4       1.00      1.00      1.00       498
+           5       1.00      1.00      1.00       247
+           6       1.00      0.99      1.00       348
+           7       1.00      1.00      1.00       436
+           8       1.00      1.00      1.00       288
+           9       1.00      1.00      1.00       331
+          10       1.00      1.00      1.00       209
+          11       1.00      1.00      1.00       394
+          12       1.00      1.00      1.00       291
+          13       1.00      1.00      1.00       246
+          14       1.00      1.00      1.00       347
+          15       1.00      1.00      1.00       164
+          16       1.00      1.00      1.00       144
+          17       1.00      1.00      1.00       246
+          18       1.00      1.00      1.00       248
+          19       1.00      1.00      1.00       266
+          20       1.00      1.00      1.00       346
+          21       1.00      1.00      1.00       206
+          22       1.00      1.00      1.00       267
+          23       1.00      1.00      1.00       332
+
+    accuracy                           1.00      7172
+   macro avg       1.00      1.00      1.00      7172
+weighted avg       1.00      1.00      1.00      7172
+