zhangjinsong3's repositories

SOLOv2.tensorRT

SOLOv2 on onnx & tensorRT

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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.

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DBNet.tensorRT

DBNet on onnx and tensorRT

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plate_metric.libtorch

A sample for libtorch c++ API,use opencv Mat or GpuMat as input.

point_regression.pytorch

Use pytorch to regress point

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deepbit_py

a deepbit image retrieval python script!

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Deep-Learning-for-Tracking-and-Detection

Collection of papers and other resources for object tracking and detection using deep learning

deep_learning_object_detection

A paper list of object detection using deep learning.

SOLOv2

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

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CenterNet

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

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DBNet.pytorch

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

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LLLdataset

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

MGN-pytorch

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

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OpenFace

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

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openpose

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

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PCN

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

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reid-strong-baseline

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

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siamese-mask-rcnn

Siamese Mask R-CNN model for one-shot instance segmentation

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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