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-fork-transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

classification-performance-standard

Classification performance standards such as accuracy, precision, recall, confusion matrix, F1, ROC, AUC. Take MNIST as example.

common-tools_for_object-detection

cplusplusthings

C++那些事

curated-code-cad

A list of the various code-cad projects out there.

dataset-augment

imgaug--Bounding Boxes augment

daylilynet-data

DaylilyNet-dataset-Images

deeplearning

A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.

evaluate-and-plot_score

fapn

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

fast-transformers

Pytorch library for fast transformer implementations

firstblog

firstrepo

flash-attention

Fast and memory-efficient exact attention

kornia

Open Source Differentiable Computer Vision Library

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mmdetection_modified_tools

models-r1.13.0

models-r1.13.0new

models-r1.13.0new2

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

objectdetectiondatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

plant_disease_recognition

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

ssda-yolo

Codes for my paper "SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection"

surface-repo

tda283

Material for TDA283 / DIT300 Compiler Construction