jovialio

ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

alfworld

ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

darknet

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

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

DPT

Dense Prediction Transformers

fcdd

Repository for the Explainable Deep One-Class Classification paper

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Kubeflow_Pipelines

This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

make-sense

Free to use online tool for labelling photos. https://makesense.ai

Model_Compression_For_YOLOV3-V4

In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

pipelines

Machine Learning Pipelines for Kubeflow

pytorch-detection

Training of object detection networks with PyTorch

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in PyTorch. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

RAFT

Revisiting_Deep_Metric_Learning_PyTorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

SoftTeacher

Semi-Supervised Learning, Object Detection, ICCV2021

sslad

3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A - Continual Learning Classification Challenge

TAO-Toolkit-Whitepaper-use-cases

TAO best practices. How to adapt for a new domain, new classes, and generalize the model with a small dataset using Nvidia's TAO toolkit

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

torch2trt

An easy to use PyTorch to TensorRT converter

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

YAD2K

YAD2K: Yet Another Darknet 2 Keras

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

YOLOX-deepstream

deploy yolox algorithm use deepstream