Extract Tabular Data from PDF Images using Hugging Face Table Transformer Programming Computer Science by usmanmalik57 …) > max_num_columns: max_num_columns = len(row_text) data[idx] = row_text print("Max number of columns:", max_num_columns) # pad rows which don't… Track Faces from Videos with Margins Using Deep Learning in Python Programming Computer Science by usmanmalik57 … dimensions of the largest face max_w = max(f['facial_area']['w'] for f in updated_faces) max_h = max(f['facial_area']['h'] for f in… they do not exceed the image bounds x1 = max(facial_area['x'] - margin, 0) y1 = max(facial_area['y'] - margin, 0) x2 = min(facial_area… Reducing Video Frames and Frame Rates (FPS) in Python Programming Computer Science by usmanmalik57 …os.path.basename(video_path) # Calculate interval for capturing frames interval = max(1, float(total_frames) / float(frames_to_capture)) interval = np.round(interval)…= video_frame['frames'] image_frame = np.interp(a, (a.min(), a.max()), (0, 255)).astype(np.uint8) image_frames.append(image_frame) # Create… TensorFlow Keras Sequence Data Generator for Multimodal Classification Programming Computer Science by usmanmalik57 … 'best_model.h5', monitor='val_accuracy', verbose=1, save_best_only=True, mode='max', save_weights_only=False ) # Train the model history = model.fit(…convert predicitons to binary values predictions = (predictions == predictions.max(axis=1)[:, None]).astype(int) # printing results print(… Re: %Upgrading processor Hardware and Software by rproffitt … SSD and if you can do it free or cheap, max out the RAM. This Core2 CPU is woefully out of… Re: VB6 - RayCasting: why my Vertical intersection is so big? Programming Software Development by cambalinho … line... but theres a problem, because the 200 is the max... but i can get more when i'm too close… Re: Extracting values from capturing groups in regex Programming Software Development by Tom_45 …;<td>172</td><td>Max</td><td>Susan</td>… Re: Track Faces from Videos with Margins Using Deep Learning in Python Programming Computer Science by EdwardMatthew It's fantastic, I have read this article and it is super amazing. thankyou for the knowledge. Re: Reducing Video Frames and Frame Rates (FPS) in Python Programming Computer Science by Reverend Jim Since the underlying tool is ffmpeg, why bother with all the code and overhead? You can just use ffmpeg directly with the -r option. Aside from this I enjoyed the article (and the others you have posted). Re: Reducing Video Frames and Frame Rates (FPS) in Python Programming Computer Science by usmanmalik57 Yes, that's an option, but while you are developing Python applications where you have to process multiple videos, I don't think ffmpeg is scalable enough. 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