#!/usr/bin/env python3
# -*- coding:utf-8 -*-
# Copyright (c) Megvii, Inc. and its affiliates.

import os

from yolox.exp import Exp as MyExp


class Exp(MyExp):
    def __init__(self):
        super(Exp, self).__init__()
        self.data_dir = "/home/kitraining/To_Annotate/"
        self.train_ann = "coco_project_6_train.json"
        self.val_ann = "coco_project_6_valid.json"
        self.test_ann = "coco_project_6_test.json"
        self.num_classes = 2
        self.pretrained_ckpt = r'/home/kitraining/Yolox/YOLOX-main/pretrained/YOLOX-s.pth'
        self.depth = 0.33
        self.width = 0.5
        self.input_size = (640.0, 640.0)
        self.mosaic_scale = (0.1, 2.0)
        self.test_size = (640.0, 640.0)
        self.enable_mixup = True
        self.max_epoch = 300
        self.warmup_epochs = 5
        self.warmup_lr = 0.0
        self.scheduler = "yoloxwarmcos"
        self.no_aug_epochs = 15
        self.min_lr_ratio = 0.05
        self.ema = True
        self.weight_decay = 0.0005
        self.momentum = 0.9
        self.print_interval = 10
        self.eval_interval = 10
        self.test_conf = 0.01
        self.nms_thre = 0.65
        self.mosaic_prob = 1.0
        self.mixup_prob = 1.0
        self.hsv_prob = 1.0
        self.flip_prob = 0.5
        self.degrees = 10.0
        self.translate = 0.1
        self.shear = 2.0
        self.mixup_scale = (0.5, 1.5)
        self.activation = "silu"
        self.random_size = (10, 20)
        self.exp_name = os.path.split(os.path.realpath(__file__))[1].split(".")[0]