readme: # Projeto Final - Modelos Preditivos Conexionistas
  
  ### Victor Queiroga Crescêncio da Costa
  
  |**Tipo de Projeto**|**Modelo Selecionado**|**Linguagem**|
  |--|--|--|
  |Classificação de Imagens|Modelo construído utilizando o keras|Tensorflow|
  
  ## Performance
  
  O modelo treinado possui performance de **75%**.
  
  ### Output do bloco de treinamento
  
  <details>
    <summary>Click to expand!</summary>
    
    ```
  Found 102 images belonging to 4 classes.
  Found 29 images belonging to 4 classes.
  Epoch 1/30
  /usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:54: UserWarning: `Model.fit_generator` is deprecated and will be removed in a future version. Please use `Model.fit`, which supports generators.
  1/2 [==============>...............] - ETA: 1s - loss: 0.6752 - accuracy: 0.5000
  Epoch 1: saving model to training_1/cp.ckpt
  2/2 [==============================] - 1s 392ms/step - loss: 0.8484 - accuracy: 0.5000 - val_loss: 0.7030 - val_accuracy: 0.5000
  Epoch 2/30
  2/2 [==============================] - ETA: 0s - loss: 0.9370 - accuracy: 0.6250
  Epoch 2: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 179ms/step - loss: 0.9370 - accuracy: 0.6250 - val_loss: 0.6810 - val_accuracy: 0.7500
  Epoch 3/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.9947 - accuracy: 0.7500
  Epoch 3: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 151ms/step - loss: 0.8451 - accuracy: 0.6250 - val_loss: 0.6824 - val_accuracy: 0.6250
  Epoch 4/30
  1/2 [==============>...............] - ETA: 0s - loss: 1.6649 - accuracy: 0.5000
  Epoch 4: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 151ms/step - loss: 1.4841 - accuracy: 0.6250 - val_loss: 0.6675 - val_accuracy: 0.6250
  Epoch 5/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.7016 - accuracy: 0.5000
  Epoch 5: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 153ms/step - loss: 0.7673 - accuracy: 0.5000 - val_loss: 0.6216 - val_accuracy: 0.7500
  Epoch 6/30
  1/2 [==============>...............] - ETA: 0s - loss: 1.6422 - accuracy: 0.5000
  Epoch 6: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 169ms/step - loss: 1.7664 - accuracy: 0.3750 - val_loss: 0.6570 - val_accuracy: 0.7500
  Epoch 7/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.8651 - accuracy: 0.5000
  Epoch 7: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 173ms/step - loss: 0.9325 - accuracy: 0.6250 - val_loss: 0.6396 - val_accuracy: 0.7500
  Epoch 8/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.6581 - accuracy: 0.7500
  Epoch 8: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 157ms/step - loss: 1.7875 - accuracy: 0.6250 - val_loss: 0.6289 - val_accuracy: 0.7500
  Epoch 9/30
  2/2 [==============================] - ETA: 0s - loss: 1.1541 - accuracy: 0.6250
  Epoch 9: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 174ms/step - loss: 1.1541 - accuracy: 0.6250 - val_loss: 0.5952 - val_accuracy: 0.7500
  Epoch 10/30
  1/2 [==============>...............] - ETA: 0s - loss: 1.8952 - accuracy: 0.7500
  Epoch 10: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 185ms/step - loss: 2.1261 - accuracy: 0.7500 - val_loss: 0.5991 - val_accuracy: 0.7500
  Epoch 11/30
  1/2 [==============>...............] - ETA: 0s - loss: 1.0130 - accuracy: 0.7500
  Epoch 11: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 166ms/step - loss: 1.1528 - accuracy: 0.6250 - val_loss: 0.5954 - val_accuracy: 0.7500
  Epoch 12/30
  1/2 [==============>...............] - ETA: 0s - loss: 1.0890 - accuracy: 0.5000
  Epoch 12: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 177ms/step - loss: 0.9993 - accuracy: 0.6250 - val_loss: 0.5954 - val_accuracy: 0.7500
  Epoch 13/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.9762 - accuracy: 0.7500
  Epoch 13: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 158ms/step - loss: 0.9531 - accuracy: 0.7500 - val_loss: 0.5677 - val_accuracy: 0.7500
  Epoch 14/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.6611 - accuracy: 0.5000
  Epoch 14: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 164ms/step - loss: 1.4481 - accuracy: 0.5000 - val_loss: 0.5833 - val_accuracy: 0.7500
  Epoch 15/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.7285 - accuracy: 0.7500
  Epoch 15: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 163ms/step - loss: 0.6838 - accuracy: 0.7500 - val_loss: 0.5872 - val_accuracy: 0.7500
  Epoch 16/30
  1/2 [==============>...............] - ETA: 0s - loss: 0.6266 - accuracy: 0.7500
  Epoch 16: saving model to training_1/cp.ckpt
  2/2 [==============================] - 0s 161ms/step - loss: 0.6028 - accuracy: 0.7500 - val_loss: 0.6191 - val_accuracy: 0.6250
  Epoch 17/30
  1/2 [==============>...............] - ETA: 0s - 