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zhangjinsong3's Projects

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

dbnet.pytorch icon dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

llldataset icon llldataset

This is a LLL dataset captured by the L3Vision EMCCD and contains about 300images of each person.

mgn-pytorch icon mgn-pytorch

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

openface icon openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pcn icon pcn

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

solov2 icon solov2

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

yolo-v3-acceleration icon yolo-v3-acceleration

Using TensorRT to implement and accelerate YOLO v3. Multi-scale and NMS are included. The acceleration ratio reaches 3 compared to the original darknet.

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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