- Morocco
- faissalmouflla.com
- in/faissalmouflla
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Potato-Disease-Classification
Potato-Disease-Classification PublicFull-stack CNN classification architecture deployed on GCP, featuring a React and FastAPI web interface for real-time image inference.
Python
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Weed-Detection-System
Weed-Detection-System PublicYOLOv8n computer vision model and pipeline for real-time video detection and classification of weed species.
Jupyter Notebook
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Intelligent-Tomato-Grading-System
Intelligent-Tomato-Grading-System PublicYOLOv8n object detection pipeline to classify agricultural produce quality and estimate calibre via pixel dimensions.
Python
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Echo-NDVI-Multispectral-Synthesis
Echo-NDVI-Multispectral-Synthesis PublicPix2Pix GAN pipeline reconstructing synthetic near-infrared (NIR) imagery and NDVI heat maps from visible-light drone data.
Python
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Xylemetrix-Bioacoustic-Digital-Twin
Xylemetrix-Bioacoustic-Digital-Twin PublicBioacoustic AI pipeline utilizing a modified ResNet18 model to classify 500 kHz-sampled ultrasonic plant emissions for 3D digital twin mapping.
Python
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BoviTrack-RealTime-Behavior-Tracking
BoviTrack-RealTime-Behavior-Tracking PublicDual-stage edge-optimized computer vision pipeline combining YOLO detection, ByteTrack, and behavior classification for real-time livestock monitoring.
Python
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