![]() gradient ( class_channel, last_conv_layer_output ) # This is a vector where each entry is the mean intensity of the gradient # over a specific feature map channel pooled_grads = tf. argmax ( preds ) class_channel = preds # This is the gradient of the output neuron (top predicted or chosen) # with regard to the output feature map of the last conv layer grads = tape. GradientTape () as tape : last_conv_layer_output, preds = grad_model ( img_array ) if pred_index is None : pred_index = tf. Model (, ) # Then, we compute the gradient of the top predicted class for our input image # with respect to the activations of the last conv layer with tf. expand_dims ( array, axis = 0 ) return array def make_gradcam_heatmap ( img_array, model, last_conv_layer_name, pred_index = None ): # First, we create a model that maps the input image to the activations # of the last conv layer as well as the output predictions grad_model = tf. img_to_array ( img ) # We add a dimension to transform our array into a "batch" # of size (1, 299, 299, 3) array = np. load_img ( img_path, target_size = size ) # `array` is a float32 Numpy array of shape (299, 299, 3) array = keras. Def get_img_array ( img_path, size ): # `img` is a PIL image of size 299x299 img = keras. ![]()
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Data collection techniques used review sheets and validation of material experts, media experts, and students' responses to limited trials of 10 students anda fiels trials to all students of class X BDP SMKN 1 Bojonegoro. ![]() However, this study was conducted to develop the stage without performing the deployment phase (disseminate) because of the time, cost, and effort of researchers. This development research uses the 4D R & D model, which consists of 4 stages: defining, designing, developing, and disseminating. 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Cheech & Chong - Atacam Novamente 1980 - Melhor Parte! FILME COMPLETO FULL HD - Duration. ![]() Tommy Chong Guitar Solo - Duration: 2:29. ![]() ![]() Some of their best-known comedy routines and songs include ', ', ', and '.Ĭheech E Chong Atacam Novamente Dublado Cheech E Chong Atacam Novamente Dublado Avi chee. The pair performed stand-up shows, released many successful comedy record albums, and starred in a series of low-budget films. Chong was a Canadian citizen, and Cheech had moved there from Southern California to avoid the draft at the height of the. 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In addition to rail traffic, players will make use of trolleys, trucks, buses, ships, and airplanes as they develop a shipping empire to rule all others.Ĭhris Sawyer is a very talented guy. ![]() The game takes place from the early 1900s through the year 2000 (and beyond), and features more than 40 scenarios that highlight the technological advances that influenced the transportation industry during the 20th century. Chris Sawyer's Locomotion places players in competition with other railway shipping magnates and robber barons, to lead the transportation market and rack up the biggest profits. The celebrated designer of the popular RollerCoaster Tycoon games returns to his Transport Tycoon roots with this business empire simulation. ![]() |
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