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cultureli08's Projects

autodl icon autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

cvwc2019-amur-tiger-re-id icon cvwc2019-amur-tiger-re-id

:trophy: Code for 1st Place Soluition in both the Tiger Re-ID in the plain track and Tiger Re-ID in the wild track (CVWC) @ ICCV19 Workshop.

darknet icon darknet

Windows and Linux version of Darknet Yolo v4 (v3/v2) Neural Networks for object detection (Tensor Cores are used)

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

imgaug icon imgaug

Image augmentation for machine learning experiments.

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

nanodet icon nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

python icon python

All Algorithms implemented in Python

rfbnet icon rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

tencent2020_rank1st icon tencent2020_rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

toolbox icon toolbox

(To be continued)various tools included such as label-tools , data-augmentation , etc.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yolact icon yolact

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

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