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Artificial Intelligence
Let’s attempt to locate UAV with change detection datasets and FaceNet Change detection datasets Model and concept Data augmentation The experiment Conclusions
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July 6, 2023
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Artificial Intelligence
Warden: Real Time Anomaly Detection at Pinterest What’s Warden? Detecting Real Time ML Model Drift Detecting Spam Future Acknowledgements
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May 20, 2023
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Artificial Intelligence
Compare and Evaluate Object Detection Models From TorchVision Introduction What’s Object Detection Finetuning Pre-trained Models Image Data Formats Evaluation Metrics for Object Detection Challenges of Comparing Object Detection Models Using Comet for Object Detection Single Experiment View Visualize Outputs Project Level View Conclusion
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May 10, 2023
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Artificial Intelligence
How YOLO-NAS is Leaving YOLOv8 within the Dust — And Why You Must Know About It! The Advanced Training Scheme: Like an ’80s Training Montage on Steroids Post-Training Quantization (PTQ): The Secret Sauce for Efficiency AutoNac Optimized: When Architectural Perfection Meets Mad Science Pre-Trained on Top Datasets: The Triple Threat of Object Detection Small Object Detection and Real-Time Edge-Device Applications: It’s the Swiss Army Knife of Models The Proof is within the Numbers: YOLO-NAS, the Usain Bolt of Object Detection Get Began with YOLO-NAS: The Way forward for Object Detection Awaits How one can Start Coding your individual YOLO-NAS Apps?
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May 5, 2023
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Artificial Intelligence
Constructing a big scale unsupervised model anomaly detection system — Part 2
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April 27, 2023
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Artificial Intelligence
Unlock the Power of Audio Data: Advanced Transcription and Diarization with Whisper, WhisperX, and PyAnnotate Introduction Whisper: A General-Purpose Speech Recognition Model PyAnnotate: Speaker Diarization Library WhisperX: Long-Form Audio Transcription with Voice Activity Detection and Forced Phoneme Alignment Integrating WhisperX, Whisper, and PyAnnotate Assessing the Performance of the Integrated ASR System Conclusion
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April 21, 2023
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Artificial Intelligence
Challenges of huge open-source datasets for constructing detection in Africa Intermezzo: constructing footprint vs rooftop Comparison Discussion Conclusion References
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April 20, 2023
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Artificial Intelligence
Advanced Time-Series Anomaly Detection with Deep Learning in PowerBI
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April 9, 2023
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Artificial Intelligence
Fast-Tracking Incident Detection with User and Entity Behavior Analytics (UEBA)
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April 1, 2023
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Artificial Intelligence
Credit Card Fraud Detection with Random Forest Algorithm ( Machine Learning)
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March 30, 2023
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