Pytorch implementation of convolutional neural network visualization techniques

A faster pytorch implementation of faster r-cnn

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

Minimal PyTorch implementation of YOLOv3

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

tensorflow实战练习，包括强化学习、推荐系统、nlp等

OpenMMLab Computer Vision Foundation

95.47% on CIFAR10 with PyTorch

Code release for ConvNeXt model

A list of popular github projects related to deep learning

Gluon CV Toolkit

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

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

Most popular metrics used to evaluate object detection algorithms.

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

An easy to use PyTorch to TensorRT converter

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Model summary in PyTorch similar to `model.summary()` in Keras

Differentiable architecture search for convolutional and recurrent networks

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Fast R-CNN

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

A PyTorch implementation of the YOLO v3 object detection algorithm

A Simple and Versatile Framework for Object Detection and Instance Recognition

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

Sandbox for training deep learning networks

mean Average Precision - This code evaluates the performance of your neural net for object recognition.