[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

OpenMMLab Model Compression Toolbox and Benchmark.

Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

Fast Segment Anything

Awesome Knowledge Distillation

A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.

Awesome machine learning model compression research papers, tools, and learning material.

ACL 2022: Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

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

YOLOv8 using TensorRT accelerate !

🎨 Qt widgets-based implementation of the Material Design specification.

[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling

FreeSOLO for unsupervised instance segmentation, CVPR 2022

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 …

A simple tool that can generate TensorRT plugin code quickly.

人脸识别之表情识别项目相关源码

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

You Only Look Once for Panopitic Driving Perception.（MIR2022）

TensorFlow/TensorRT integration

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Read-only mirror of https://gitlab.gnome.org/GNOME/gimp

Some papers about instance segmentation

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

Implementation of popular deep learning networks with TensorRT network definition API

A curated list of image captioning and related area resources. :-)

Keras implementation of ArcFace, CosFace, and SphereFace

Awesome Fine-grained Visual Classification

Code release for ConvNeXt model