Arnold Chen's repositories
efficientdet
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
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
Activity-Recognition-TensorRT
3D ResNet Video Classification accelerated by TensorRT
tensorRT_cpp
C++ library based on tensorrt integration
tensorRTIntegrate
TensorRT ONNX Plugin、Inference、Compile
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
yolov5_trt
Implement yolov5 s/m//l/x with TensorRT API and support serialization/deserialization+image detection/video detection and recording
caffe
Caffe: a fast open framework for deep learning.
coco2yolo
Converts MS COCO to YOLO，given data foramt to COCO and DOTA to COCO
cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
DBFace
DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
fast-reid
SOTA ReID Methods and Toolbox
gstreamer
GStreamer open-source multimedia framework
hard_decode_trt
Yolov5 inference on NVDec hardware decoder
imgtools-opencv-code
util code for processing/diff images basing on opencv
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.
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
point_cloud_io
ROS nodes to read and write point clouds from and to files (e.g. ply, vtk).
RotationDetection
This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.
shouxie_RNN
shouxie_RNN
Solving_ImageNet
Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)
tensorflow-onnx
Convert TensorFlow models to ONNX
TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
tflite_gles_app
GPU accelerated deep learning inference applications for RaspberryPi / JetsonNano / Linux PC using TensorflowLite GPUDelegate / TensorRT
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
yolov5_obb
yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测
