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17flowers

Use tensorflow training on own dataset.

action_recognition_and_skeleton_detection_summary

This is a summary of action recognition and skeleton detection Methods based on Deep Learning.

caffe

Caffe: a fast open framework for deep learning.

cmake-cookbook

CMake Cookbook recipes.

crnn

A pytorch implementation of CRNN for torch >= 1.0.0

dataset_summary

This is a summary of different datasets

deeplearning_based_object_detection_summary

drn_cvpr2020

Code and Dataset for CVPR2020 "Dynamic Refinement Network for Oriented and Densely Packed Object Detection"

fasternet

A PyTorch implementation of FasterNet: Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

focal_loss_layer

FocalLossLayer modified from SoftmaxWithLossLayer

image_compress_summary

This is a image compress methods summary

mobilenet-caffe

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

mobilenetv3

A Tensorflow implementation MobileNetv3 for Classification & Segmentation

neural_network_computation

paddleocr

Awesome OCR toolkits based on PaddlePaddle （8.6M ultra-lightweight pre-trained model, support training and deployment among server, mobile, embeded and IoT devices）

pytorch-fpn

Feature Pyramid Networks in PyTorch

srn

Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tinydensenet

TinyDenseNet for TinyImageNet-200

video_classification

This is a summary of deep learning based video classification methods.

weighted_softmax_loss_layer

weighted_softmax_loss_layer for caffe. It includes cpu version and cuda version.