MareArts Open Lab
🍷 Recall, Precision, F1 and ROC, AUC
Lecture slides and scikit-learn example code on evaluating a classifier: confusion matrix, accuracy, precision, recall, F1 score, ROC curve and AUC, worked through on a face-detector case.
🍷 Recall, Precision, F1 and ROC, AUC
Lecture slides and scikit-learn example code on evaluating a classifier: confusion matrix, accuracy, precision, recall, F1 score, ROC curve and AUC, worked through on a face-detector case.
⏰ YOLO V4 vs V5 Comparison
A side-by-side video test of YOLOv4 (Darknet, 608) and YOLOv5x (PyTorch) on an NVIDIA T4 on AWS, run in March 2021, plus a comparison of the YOLOv5 s, m, l...
⏰ YOLO V4 vs V5 Comparison
A side-by-side video test of YOLOv4 (Darknet, 608) and YOLOv5x (PyTorch) on an NVIDIA T4 on AWS, run in March 2021, plus a comparison of the YOLOv5 s, m, l...
💾 YOLO v7 vs YOLO v8
YOLOv7 (yolov7x) and YOLOv8 (yolov8x) compared in four videos on accuracy, speed and real-world scenes, tested on an RTX 4090. Includes Python code for running YOLOv8 on video with a...
💾 YOLO v7 vs YOLO v8
YOLOv7 (yolov7x) and YOLOv8 (yolov8x) compared in four videos on accuracy, speed and real-world scenes, tested on an RTX 4090. Includes Python code for running YOLOv8 on video with a...
🥗 Food order forecast using Regression model
Forecast weekly food-order demand with scikit-learn regression models. Uses a Kaggle dataset to train and compare Random Forest, Decision Tree and Linear Regression, scored by R², MSE and RMSE.
🥗 Food order forecast using Regression model
Forecast weekly food-order demand with scikit-learn regression models. Uses a Kaggle dataset to train and compare Random Forest, Decision Tree and Linear Regression, scored by R², MSE and RMSE.
MareArts Crystal - High-performance encryption ...
MareArts Crystal is a Python library for software licensing and encryption: generate and validate time-limited license keys, and encrypt files, strings and configs in one line. Cython-compiled; pip install marearts-crystal...
MareArts Crystal - High-performance encryption ...
MareArts Crystal is a Python library for software licensing and encryption: generate and validate time-limited license keys, and encrypt files, strings and configs in one line. Cython-compiled; pip install marearts-crystal...
WD14 Image Tagging for ComfyUI Workflow
Automatically tag images with the WD14 tagger inside ComfyUI. This guide gives you a ready-to-load workflow (v1 and v2), the custom nodes it needs, and real tagging results, useful for...
WD14 Image Tagging for ComfyUI Workflow
Automatically tag images with the WD14 tagger inside ComfyUI. This guide gives you a ready-to-load workflow (v1 and v2), the custom nodes it needs, and real tagging results, useful for...