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18-comic-finder

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caffe

Caffe: a fast open framework for deep learning.

caffe-fcn

Run Long and Shelhamer's FCN image segmentation network using Caffe

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

centerface

class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

clip

Contrastive Language-Image Pretraining

convert_torch_to_pytorch

Convert torch t7 model to pytorch model and source.

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.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

evaluating-recommenders

Compute and plot NDCG for a recommender system

face_project

try first

face_recognition

使用webface人脸数据集以及DeepID网络，通过Caffe训练出模型参数，得到LFW二分类的人脸识别准确率。

fine-tuning

Fine-tuning an already learned model, adapts the architecture to other datasets

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gan

learning Gan

gan-discussions

GAN讨论群讨论汇总的地方

gaze-estimation

First project

lookahead.pytorch

lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch

loupe

Tensorflow toolbox implementing several learnable pooling architecture

machinelearning_python

机器学习算法python实现

matching-networks-pytorch

Matching Networks for one shot learning

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenetv2.pytorch

72.2% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

mycaffe

add

nextvlad-attention-model

(2020) Video Classification Neural Network

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version