Mike (mikel-brostrom)

mikel-brostrom

Geek Repo

Location:Sweden ⇄ Spain

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Mike's repositories

yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

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Yolov7_StrongSORT_OSNet

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet

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Yolov3_DeepSort_Pytorch

Real-time multi-person tracker using YOLO v3 and deep sort

Deep_Spammer_Detection_GCN

An introduction to graph convolutional neural networks with PyTorch Geometric

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YooChoose_Pytorch_Geometric

YooChoose challenge with GCN in Pytorch Geometric

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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flight-passengers-prediction-LSTM

A minimalistic example on how to use LSTMs for time series predictions

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ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

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Housing_Price_Prediction

California housing price prediction with NN, Random Forest and Linear Regression

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yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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DA-RNN

📃 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

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long-live-the-battery

Predicting total battery cycle life time with machine learning

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My_Bibliography_for_Research_on_Autonomous_Driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

StrongSORT

StrongSORT: Make DeepSORT Great Again

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yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

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albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

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markdown-header-indexer

Add index number to markdown header

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mmtracking

OpenMMLab Video Perception Toolbox. It supports Single Object Tracking (SOT), Multiple Object Tracking (MOT), Video Object Detection (VID) with a unified framework.

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onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

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TrackEval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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