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aspp_depth icon aspp_depth

基于pytorch框架的无监督单目图像深度估计算法,在Monodepth2基础上改进了网络框架以及训练算法,未经本人禁止转载或商用,谢谢合作!

data_augmentation_zoo_for_object_detection icon data_augmentation_zoo_for_object_detection

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

ema-attention-module icon ema-attention-module

Implementation Code for the ICCASSP 2023 paper " Efficient Multi-Scale Attention Module with Cross-Spatial Learning" and is available at: https://arxiv.org/abs/2305.13563v2

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

hybirdsort icon hybirdsort

Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking

mobilenetv2.pytorch icon mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_face_landmark icon pytorch_face_landmark

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.

rtm3d icon rtm3d

The official PyTorch Implementation of RTM3D and KM3D for Monocular 3D Object Detection

rtm3d-1 icon rtm3d-1

Perform 3d object detection base on anchor free rtm3d(master), somke(somke)

smoke icon smoke

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

srs icon srs

SRS is a simple, high efficiency and realtime video server, supports RTMP, WebRTC, HLS, HTTP-FLV, SRT, MPEG-DASH and GB28181.

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