chunguo's repositories
DirectML
DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.
Awesome-Fine-grained-Visual-Classification
Awesome Fine-grained Visual Classification
awesome-image-captioning
A curated list of image captioning and related area resources. :-)
Awesome-Instance-Segmentation-1
Some papers about instance segmentation
awesome-knowledge-distillation
Awesome Knowledge Distillation
awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
CoFiPruning
ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408
ConvNeXt
Code release for ConvNeXt model
efficient-attention
[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling
FacialExpressionRecognition
人脸识别之表情识别项目相关源码
FastSAM
Fast Segment Anything
FKD
Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"
FreeSOLO
FreeSOLO for unsupervised instance segmentation, CVPR 2022
gimp
Read-only mirror of https://gitlab.gnome.org/GNOME/gimp
Image-Matching-Paper-List
A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.
keras-arcface
Keras implementation of ArcFace, CosFace, and SphereFace
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
qt-material-widgets
:art: Qt widgets-based implementation of the Material Design specification.
tensorrt-1
TensorFlow/TensorRT integration
tensorrt_plugin_generator
A simple tool that can generate TensorRT plugin code quickly.
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
torch-model-compression
针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
Torch-Pruning
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
YOLOP
You Only Look Once for Panopitic Driving Perception.（MIR2022）
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
YOLOv8-TensorRT
YOLOv8 using TensorRT accelerate !