Arnold Chen (arnoldfychen)

arnoldfychen

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Location:Beijing,China

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Arnold Chen's repositories

darknet

Convolutional Neural Networks

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efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

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video-caffe

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

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Activity-Recognition-TensorRT

3D ResNet Video Classification accelerated by TensorRT

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tensorRT_cpp

C++ library based on tensorrt integration

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tensorRTIntegrate

TensorRT ONNX Plugin、Inference、Compile

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Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

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yolov5_trt

Implement yolov5 s/m//l/x with TensorRT API and support serialization/deserialization+image detection/video detection and recording

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caffe

Caffe: a fast open framework for deep learning.

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coco2yolo

Converts MS COCO to YOLO,given data foramt to COCO and DOTA to COCO

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cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

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DBFace

DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy

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deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

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fast-reid

SOTA ReID Methods and Toolbox

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gstreamer

GStreamer open-source multimedia framework

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hard_decode_trt

Yolov5 inference on NVDec hardware decoder

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imgtools-opencv-code

util code for processing/diff images basing on opencv

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lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv5, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

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mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

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mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

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point_cloud_io

ROS nodes to read and write point clouds from and to files (e.g. ply, vtk).

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RotationDetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

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shouxie_RNN

shouxie_RNN

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Solving_ImageNet

Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)

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tensorflow-onnx

Convert TensorFlow models to ONNX

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TensorRT

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

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tflite_gles_app

GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT

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Yolo-Fastest

:zap: Yolo universal target detection model combined with EfficientNet-lite, the calculation amount is only 230Mflops(0.23Bflops), and the model size is 1.3MB

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yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)(Rotation Detection)(Rotated BBox)基于yolov5的旋转目标检测

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