Valen's repositories

avod

Code for 3D object detection for autonomous driving

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BiSeNet

Add bisenetv2. My implementation of BiSeNet

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cascade_rcnn

pytorch implement of CascadeRCNN,736px(max side),41.2mAP(COCO),21.94fps(RTX 2080TI)

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e2e_multi_view_matching

End2End Multi-View Feature Matching with Differentiable Pose Optimization

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e2ec

E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation

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easy-faster-rcnn.pytorch

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

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Fast-BEV

Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline

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faster_rcnnv1

pytorch implement of fasterRCNN,736px(max side),39.4mAP(COCO),30.21fps(RTX 2080TI)

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flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

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Full-face

Gaze estimatin code. The Pytorch Implementation of "It’s written all over your face: Full-face appearance-based gaze estimation".

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lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOv5, YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv8. MNN, NCNN, TNN, ONNXRuntime.

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LSTR-lane-detect-onnxrun-cpp-py

使用ONNXRuntime部署LSTR基于Transformer的端到端实时车道线检测,包含C++和Python两个版本的程序

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MedSAM

The official repository for MedSAM: Segment Anything in Medical Images.

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nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

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PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

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play_with_tensorrt

Sample projects for TensorRT in C++

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PPYOLOE_pytorch

An unofficial implementation of Pytorch version PP-YOLOE,based on Megvii YOLOX training code.

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SAM-Med2D

Official implementation of SAM-Med2D

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SAM-Tool

利用Segment Anything(SAM)模型进行快速标注

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SimpleCVReproduction

Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking :smile: etc.

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STDC-Seg

Source Code of our CVPR2021 paper "Rethinking BiSeNet For Real-time Semantic Segmentation"

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TensorRT-Alpha

🔥🔥🔥TensorRT-Alpha supports YOLOv8、YOLOv7、YOLOv6、YOLOv5、YOLOv4、v3、YOLOX、YOLOR...🚀🚀🚀CUDA IS ALL YOU NEED.🍎🍎🍎It also supports end2end CUDA C acceleration and multi-batch inference.

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Ultrafast-Lane-Detection-Inference-Pytorch-

Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.

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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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yolact

A simple, fully convolutional model for real-time instance segmentation.

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yolov5s_bdd100k

Train a yolo v5 object detection model on Bdd100k dataset

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yolox-opencv-dnn

使用OpenCV部署YOLOX,支持YOLOX-S、YOLOX-M、YOLOX-L、YOLOX-X、YOLOX-Darknet53五种结构,包含C++和Python两种版本的程序

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