A Keras implementation of YOLOv4 (Tensorflow backend)

Last update: Nov 29, 2022

Overview

keras-yolo4

请使用更完善的版本:

https://github.com/miemie2013/Keras-YOLOv4

Please visit here for more complete model:

https://github.com/miemie2013/Keras-YOLOv4

Introduction

A Keras implementation of YOLOv4 (Tensorflow backend) inspired by https://github.com/AlexeyAB/darknet.

Frame code from https://github.com/qqwweee/keras-yolo3.

Quick Start

Download YOLOv4 weights from yolov4.weights.
Convert the Darknet YOLOv4 model to a Keras model.
Run YOLOv4 detection.

python convert.py

Running convert.py will get keras yolov4 weight file yolo4_weight.h5.

Usage

Inference

python test.py

Todo

Debug train code with CIoU loss. Loss code from https://github.com/david8862/keras-YOLOv3-model-set.

Owner

GitHub Repository

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A Keras implementation of YOLOv4 (Tensorflow backend)

Related tags

Overview

keras-yolo4

请使用更完善的版本:

https://github.com/miemie2013/Keras-YOLOv4

Please visit here for more complete model:

https://github.com/miemie2013/Keras-YOLOv4

Introduction

Quick Start

Usage

Todo

Owner

Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models

YOLTv4 builds upon YOLT and SIMRDWN, and updates these frameworks to use the most performant version of YOLO, YOLOv4

Extracts essential Mediapipe face landmarks and arranges them in a sequenced order.

code for our BMVC 2021 paper "HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification"

Official implementation of "UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer"

Fashion Landmark Estimation with HRNet

Testbed of AI Systems Quality Management

An end-to-end image translation model with weight-map for color constancy

Offcial implementation of "A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction, ICCV-2021".

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification (ICCV2021)

Ludwig Benchmarking Toolkit

Detectron2-FC a fast construction platform of neural network algorithm based on detectron2

Official PyTorch implementation of the NeurIPS 2021 paper StyleGAN3

Tensorflow 2 implementation of the paper: Learning and Evaluating Representations for Deep One-class Classification published at ICLR 2021

Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling

Deep Learning Theory

Code accompanying the paper "ProxyFL: Decentralized Federated Learning through Proxy Model Sharing"

Code for the paper "Generative design of breakwaters usign deep convolutional neural network as a surrogate model"

A Python library for working with arbitrary-dimension hypercomplex numbers following the Cayley-Dickson construction of algebras.

The official PyTorch code for NeurIPS 2021 ML4AD Paper, "Does Thermal data make the detection systems more reliable?"