repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
SyNet | SyNet-master/CenterNet/src/lib/datasets/sample/ddd.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import torch.utils.data as data
import pycocotools.coco as coco
import numpy as np
import torch
import json
import cv2
import os
import math
from utils.image import flip, color_aug
from utils.image import get_a... | 6,801 | 38.777778 | 90 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/sample/multi_pose.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import torch.utils.data as data
import numpy as np
import torch
import json
import cv2
import os
from utils.image import flip, color_aug
from utils.image import get_affine_transform, affine_transform
from utils... | 7,913 | 42.01087 | 81 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/kitti.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import torch.utils.data as data
import pycocotools.coco as coco
import numpy as np
import torch
import json
import cv2
import os
import math
import torch.utils.data as data
class KITTI(data.Dataset):
num_c... | 3,058 | 32.988889 | 79 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/visdrone.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pycocotools.coco as coco
from pycocotools.cocoeval import COCOeval
import numpy as np
import json
import os
import torch.utils.data as data
class Visdrone(data.Dataset):
num_classes = 10
default_re... | 4,040 | 35.405405 | 127 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/coco_hp.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pycocotools.coco as coco
from pycocotools.cocoeval import COCOeval
import numpy as np
import json
import os
import torch.utils.data as data
class COCOHP(data.Dataset):
num_classes = 13
default... | 4,644 | 39.745614 | 120 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/pascal.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pycocotools.coco as coco
import numpy as np
import torch
import json
import os
import torch.utils.data as data
class PascalVOC(data.Dataset):
num_classes = 20
default_resolution = [384, 384]
mean... | 3,032 | 35.542169 | 80 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/fashion.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pycocotools.coco as coco
from pycocotools.cocoeval import COCOeval
import numpy as np
import json
import os
import torch.utils.data as data
class Fashion(data.Dataset):
num_classes = 13
default_res... | 4,151 | 36.405405 | 228 | py |
SyNet | SyNet-master/CenterNet/src/lib/datasets/dataset/coco.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pycocotools.coco as coco
from pycocotools.cocoeval import COCOeval
import numpy as np
import json
import os
import torch.utils.data as data
class COCO(data.Dataset):
num_classes = 80
default_resolu... | 5,214 | 39.115385 | 78 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/post_process.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
from .image import transform_preds
from .ddd_utils import ddd2locrot
def get_pred_depth(depth):
return depth
def get_alpha(rot):
# output: (B, 8) [bin1_cls[0], bin1_cls[1], bin1_sin, b... | 3,958 | 33.426087 | 78 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/image.py | # ------------------------------------------------------------------------------
# Copyright (c) Microsoft
# Licensed under the MIT License.
# Written by Bin Xiao (Bin.Xiao@microsoft.com)
# Modified by Xingyi Zhou
# ------------------------------------------------------------------------------
from __future__ import a... | 7,690 | 32.294372 | 88 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/debugger.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
import cv2
from .ddd_utils import compute_box_3d, project_to_image, draw_box_3d
class Debugger(object):
def __init__(self, ipynb=False, theme='black',
num_classes=-1, datas... | 21,425 | 38.09854 | 127 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/oracle_utils.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
import numba
@numba.jit(nopython=True, nogil=True)
def gen_oracle_map(feat, ind, w, h):
# feat: B x maxN x featDim
# ind: B x maxN
batch_size = feat.shape[0]
max_objs = feat.shape[1]... | 1,317 | 30.380952 | 76 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/utils.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import torch
class AverageMeter(object):
"""Computes and stores the average and current value"""
def __init__(self):
self.reset()
def reset(self):
self.val = 0
self.avg = 0... | 542 | 22.608696 | 59 | py |
SyNet | SyNet-master/CenterNet/src/lib/utils/ddd_utils.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
import cv2
def compute_box_3d(dim, location, rotation_y):
# dim: 3
# location: 3
# rotation_y: 1
# return: 8 x 3
c, s = np.cos(rotation_y), np.sin(rotation_y)
R = np.array([[c, 0... | 4,548 | 33.725191 | 92 | py |
SyNet | SyNet-master/CenterNet/data/example.py | #-*-coding:utf-8-*-
import os
from xml.etree.ElementTree import dump
import json
import pprint
import argparse
from Format import VOC, COCO, UDACITY, KITTI, YOLO
parser = argparse.ArgumentParser(description='label Converting example.')
parser.add_argument('--datasets', type=str, help='type of datasets')
parser.add... | 4,305 | 31.37594 | 98 | py |
SyNet | SyNet-master/CenterNet/data/msgLogInfo.py | class color:
BOLD = '\033[1m'
END = '\033[0m'
DEFAULT = '\033[0;37;40m'
RED = '\033[91m' | 104 | 20 | 29 | py |
SyNet | SyNet-master/CenterNet/data/label_visualization.py | #-*-coding:utf-8-*-
import os
import argparse
import time
import pprint
from PIL import Image, ImageDraw
import matplotlib.pyplot as plt
import json
from Format import VOC, COCO, UDACITY, KITTI, YOLO
parser = argparse.ArgumentParser(description='Evaluate label Converting.')
parser.add_argument('--datasets', type=st... | 2,912 | 32.872093 | 148 | py |
SyNet | SyNet-master/Ensemble/converFastCOCO.py | import json
import pickle as pk
import numpy as np
from ensemble_boxes import *
# tempDict = next(item for item in out if item['image_id'] == 1 and item['score']>confidence)
numVal = 5000
numTrain = 191961
confidence = 0.001
with open('COCOVAL.json', 'r') as f:
out = json.load(f)
with open('centerval.json', 'r... | 3,227 | 27.315789 | 97 | py |
SyNet | SyNet-master/Ensemble/convertCENTER.py | import json
import pickle as pk
import numpy as np
from ensemble_boxes import *
# tempDict = next(item for item in out if item['image_id'] == 1 and item['score']>confidence)
numVal = 548
numTrain = 191961
confidence = 0.001
with open('results.json', 'r') as f:
out = json.load(f)
# boxesYOLO = pk.load(open('v... | 1,434 | 26.596154 | 97 | py |
SyNet | SyNet-master/Ensemble/convBBOXCOCO.py | import pickle as pk
import numpy as np
import json
numVal = 5000
numTrain = 191961
COCO_id_to_category_id = {13: 12, 14: 13, 15: 14, 16: 15, 17: 16, 18: 17, 19: 18, 20: 19, 21: 20, 22: 21, 23: 22, 24: 23, 25: 24, 27: 25, 28: 26, 31: 27, 32: 28, 33: 29, 34: 30, 35: 31, 36: 32, 37: 33, 38: 34, 39: 35, 40: 36, 41: 37, 42... | 3,307 | 48.373134 | 577 | py |
SyNet | SyNet-master/Ensemble/cocoBBOX.py | from ensemble_boxes import *
import pickle as pk
import numpy as np
numVal = 5000
numTrain = 191961
boxesCSC50 = pk.load(open('centcocobox.pkl','rb'))
labelsCSC50 = pk.load(open('centcocolab.pkl','rb'))
scoresCSC50 =pk.load(open('centcocosco.pkl','rb'))
idsc = pk. load(open('centcocoid.pkl','rb'))
boxesCSC101 = pk... | 3,254 | 35.166667 | 124 | py |
SyNet | SyNet-master/tensorpack/setup.py | from os import path
import setuptools
from setuptools import setup, find_packages
version = int(setuptools.__version__.split('.')[0])
assert version > 30, "Tensorpack installation requires setuptools > 30"
this_directory = path.abspath(path.dirname(__file__))
# setup metainfo
libinfo_py = path.join(this_directory, '... | 2,356 | 30.851351 | 101 | py |
SyNet | SyNet-master/tensorpack/examples/boilerplate.py | # -*- coding: utf-8 -*-
# Author: Your Name <your@email.com>
import argparse
import os
import tensorflow as tf
from tensorpack import *
"""
This is a boiler-plate template.
All code is in this file is the most minimalistic way to solve a deep-learning problem with cross-validation.
"""
BATCH_SIZE = 16
SHAPE = 28
CH... | 1,979 | 25.052632 | 109 | py |
SyNet | SyNet-master/tensorpack/examples/basics/cifar-convnet.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: cifar-convnet.py
# Author: Yuxin Wu
import argparse
import os
import tensorflow as tf
from tensorpack import *
from tensorpack.dataflow import dataset
from tensorpack.tfutils.summary import *
from tensorpack.utils.gpu import get_num_gpu
"""
A small convnet model ... | 5,396 | 34.506579 | 109 | py |
SyNet | SyNet-master/tensorpack/examples/basics/svhn-digit-convnet.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: svhn-digit-convnet.py
# Author: Yuxin Wu
import argparse
import os
import tensorflow as tf
from tensorpack import *
from tensorpack.dataflow import dataset
from tensorpack.tfutils.summary import *
"""
A very small SVHN convnet model (only 0.8m parameters).
About... | 3,850 | 33.079646 | 97 | py |
SyNet | SyNet-master/tensorpack/examples/basics/mnist-tflayers.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: mnist-tflayers.py
import tensorflow as tf
from tensorpack import *
from tensorpack.dataflow import dataset
from tensorpack.tfutils import summary
"""
MNIST ConvNet example using tf.layers
Mostly the same as 'mnist-convnet.py',
the only differences are:
1. use... | 5,392 | 40.806202 | 116 | py |
SyNet | SyNet-master/tensorpack/examples/basics/mnist-convnet.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: mnist-convnet.py
import tensorflow as tf
from tensorpack import *
from tensorpack.dataflow import dataset
from tensorpack.tfutils import summary
"""
MNIST ConvNet example.
about 0.6% validation error after 30 epochs.
"""
IMAGE_SIZE = 28
class Model(ModelDesc):... | 6,339 | 43.647887 | 119 | py |
SyNet | SyNet-master/tensorpack/examples/basics/mnist-visualizations.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: mnist-visualizations.py
"""
The same MNIST ConvNet example, but with weights/activations visualization.
"""
import tensorflow as tf
from tensorpack import *
from tensorpack.dataflow import dataset
IMAGE_SIZE = 28
def visualize_conv_weights(filters, name):
... | 4,841 | 33.340426 | 96 | py |
SyNet | SyNet-master/tensorpack/examples/basics/export-model.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import argparse
import cv2
import tensorflow as tf
from tensorpack import *
from tensorpack.tfutils.export import ModelExporter
"""
This example illustrates the process of exporting a model trained in Tensorpack to:
- SavedModel format for TensorFlow Serving
- A frozen a... | 7,254 | 33.712919 | 108 | py |
SyNet | SyNet-master/tensorpack/examples/basics/mnist-tfslim.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: mnist-tfslim.py
"""
MNIST ConvNet example using TensorFlow-slim.
Mostly the same as 'mnist-convnet.py',
the only differences are:
1. use slim.layers, slim.arg_scope, etc
2. use slim names to summarize weights
"""
import tensorflow as tf
import tensorflow.... | 3,003 | 32.377778 | 109 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/data.py | # -*- coding: utf-8 -*-
# File: data.py
import copy
import itertools
import numpy as np
import cv2
from tabulate import tabulate
from termcolor import colored
from tensorpack.dataflow import (
DataFromList, MapData, MapDataComponent,
MultiProcessMapData, MultiThreadMapData, TestDataSpeed, imgaug,
)
from tenso... | 16,896 | 40.111922 | 119 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/config.py | # -*- coding: utf-8 -*-
# File: config.py
import numpy as np
import os
import pprint
import six
from tensorpack.utils import logger
from tensorpack.utils.gpu import get_num_gpu
__all__ = ['config', 'finalize_configs']
class AttrDict():
_freezed = False
""" Avoid accidental creation of new hierarchies. """... | 13,461 | 40.678019 | 176 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/common.py | # -*- coding: utf-8 -*-
# File: common.py
import numpy as np
import cv2
from tensorpack.dataflow import RNGDataFlow
from tensorpack.dataflow.imgaug import ImageAugmentor, ResizeTransform
class DataFromListOfDict(RNGDataFlow):
def __init__(self, lst, keys, shuffle=False):
self._lst = lst
self._ke... | 4,285 | 24.664671 | 90 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/eval.py | # -*- coding: utf-8 -*-
# File: eval.py
import itertools
import json
import numpy as np
import os
import sys
import tensorflow as tf
from collections import namedtuple
from concurrent.futures import ThreadPoolExecutor
from contextlib import ExitStack
import cv2
import pycocotools.mask as cocomask
import tqdm
from scip... | 10,667 | 35.409556 | 118 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/viz.py | # -*- coding: utf-8 -*-
# File: viz.py
import numpy as np
from tensorpack.utils import viz
from tensorpack.utils.palette import PALETTE_RGB
from config import config as cfg
from utils.np_box_ops import area as np_area
from utils.np_box_ops import iou as np_iou
from common import polygons_to_mask
def draw_annotatio... | 3,923 | 27.028571 | 101 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/predict.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import argparse
import itertools
import numpy as np
import os
import shutil
import tensorflow as tf
import cv2
import tqdm
import tensorpack.utils.viz as tpviz
from tensorpack.predict import MultiTowerOfflinePredictor, OfflinePredictor, PredictConfig
from tensorpack.tfutil... | 7,152 | 41.076471 | 117 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/train.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: train.py
import argparse
from tensorpack import *
from tensorpack.tfutils import collect_env_info
from tensorpack.tfutils.common import get_tf_version_tuple
from dataset import register_coco, register_balloon
from config import config as cfg
from config import fi... | 4,916 | 37.716535 | 114 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/dataset/balloon.py | import os
import numpy as np
import json
from dataset import DatasetSplit, DatasetRegistry
__all__ = ["register_balloon"]
class BalloonDemo(DatasetSplit):
def __init__(self, base_dir, split):
assert split in ["train", "val"]
base_dir = os.path.expanduser(base_dir)
self.imgdir = os.path.jo... | 2,297 | 31.366197 | 81 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/dataset/dataset.py | # -*- coding: utf-8 -*-
from collections import defaultdict
__all__ = ['DatasetRegistry', 'DatasetSplit']
class DatasetSplit():
"""
A class to load datasets, evaluate results for a datast split (e.g., "coco_train_2017")
To use your own dataset that's not in COCO format, write a subclass that
implem... | 4,312 | 34.352459 | 103 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/dataset/__init__.py | from .dataset import *
from .coco import *
from .balloon import *
| 66 | 15.75 | 22 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/dataset/coco.py | # -*- coding: utf-8 -*-
import json
import numpy as np
import os
import tqdm
from tensorpack.utils import logger
from tensorpack.utils.timer import timed_operation
from config import config as cfg
from dataset import DatasetRegistry, DatasetSplit
__all__ = ['register_coco']
class COCODetection(DatasetSplit):
... | 11,153 | 44.157895 | 876 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/utils/box_ops.py | # -*- coding: utf-8 -*-
# File: box_ops.py
import tensorflow as tf
from tensorpack.tfutils.scope_utils import under_name_scope
"""
This file is modified from
https://github.com/tensorflow/models/blob/master/object_detection/core/box_list_ops.py
"""
@under_name_scope()
def area(boxes):
"""
Args:
boxe... | 2,000 | 28 | 86 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/utils/np_box_ops.py | # Copyright 2017 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | 3,358 | 33.27551 | 80 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_mrcnn.py | # -*- coding: utf-8 -*-
import tensorflow as tf
from tensorpack.models import Conv2D, Conv2DTranspose, layer_register
from tensorpack.tfutils.argscope import argscope
from tensorpack.tfutils.common import get_tf_version_tuple
from tensorpack.tfutils.scope_utils import under_name_scope
from tensorpack.tfutils.summary ... | 4,215 | 36.309735 | 109 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_frcnn.py | # -*- coding: utf-8 -*-
# File: model_frcnn.py
import tensorflow as tf
from tensorpack.models import Conv2D, FullyConnected, layer_register
from tensorpack.tfutils.argscope import argscope
from tensorpack.tfutils.common import get_tf_version_tuple
from tensorpack.tfutils.scope_utils import under_name_scope
from tenso... | 14,480 | 35.568182 | 115 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_rpn.py | # -*- coding: utf-8 -*-
import tensorflow as tf
import numpy as np
from tensorpack.models import Conv2D, layer_register
from tensorpack.tfutils.argscope import argscope
from tensorpack.tfutils.scope_utils import auto_reuse_variable_scope, under_name_scope
from tensorpack.tfutils.summary import add_moving_summary
from... | 8,343 | 40.929648 | 107 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/generalized_rcnn.py | # -*- coding: utf-8 -*-
# File:
import tensorflow as tf
from tensorpack import ModelDesc
from tensorpack.models import GlobalAvgPooling, l2_regularizer, regularize_cost
from tensorpack.tfutils import optimizer
from tensorpack.tfutils.summary import add_moving_summary
from config import config as cfg
from data import... | 15,549 | 46.553517 | 117 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/backbone.py | # -*- coding: utf-8 -*-
# File: backbone.py
import numpy as np
import tensorflow as tf
from contextlib import ExitStack, contextmanager
from tensorpack.models import BatchNorm, Conv2D, MaxPooling, layer_register
from tensorpack.tfutils import argscope
from tensorpack.tfutils.scope_utils import auto_reuse_variable_sco... | 8,447 | 37.4 | 105 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_cascade.py | import tensorflow as tf
from tensorpack.tfutils import get_current_tower_context
from config import config as cfg
from utils.box_ops import pairwise_iou, area as tf_area
from .model_box import clip_boxes
from .model_frcnn import BoxProposals, FastRCNNHead, fastrcnn_outputs
class CascadeRCNNHead(object):
def __i... | 5,018 | 39.152 | 105 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_fpn.py | # -*- coding: utf-8 -*-
import itertools
import numpy as np
import tensorflow as tf
from tensorpack.models import Conv2D, FixedUnPooling, MaxPooling, layer_register
from tensorpack.tfutils.argscope import argscope
from tensorpack.tfutils.scope_utils import under_name_scope
from tensorpack.tfutils.summary import add_m... | 9,207 | 38.016949 | 119 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/modeling/model_box.py | # -*- coding: utf-8 -*-
# File: model_box.py
import numpy as np
import tensorflow as tf
from collections import namedtuple
from tensorpack.tfutils.scope_utils import under_name_scope
from config import config
@under_name_scope()
def clip_boxes(boxes, window, name=None):
"""
Args:
boxes: nx4, xyxy
... | 7,322 | 31.402655 | 100 | py |
SyNet | SyNet-master/tensorpack/examples/FasterRCNN/convert_d2/convert_d2.py | #!/usr/bin/env python
import argparse
import numpy as np
import pickle
from detectron2.config import get_cfg
def convert_config(cfg):
ret = []
ret.append(("MODE_MASK", cfg.MODEL.MASK_ON))
has_fpn = "fpn" in cfg.MODEL.BACKBONE.NAME
ret.append(("MODE_FPN", has_fpn))
if not has_fpn:
# we onl... | 5,712 | 38.673611 | 104 | py |
SyNet | SyNet-master/tensorpack/sotabench/sotabench.py | # -*- coding: utf-8 -*-
import os
import sys
import tqdm
from contextlib import contextmanager
from tensorpack.predict import OfflinePredictor, PredictConfig
from tensorpack.tfutils import SmartInit
from tensorpack.utils.fs import download
from sotabencheval.utils import is_server
from sotabencheval.object_detection... | 3,715 | 28.492063 | 91 | py |
SyNet | SyNet-master/tensorpack/scripts/checkpoint-manipulate.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: checkpoint-manipulate.py
import argparse
import numpy as np
from tensorpack.tfutils.varmanip import load_chkpt_vars
from tensorpack.utils import logger
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument('model')
parser.... | 1,076 | 28.916667 | 93 | py |
SyNet | SyNet-master/tensorpack/scripts/checkpoint-prof.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: checkpoint-prof.py
import argparse
import numpy as np
import tensorflow as tf
from tensorpack import get_default_sess_config, get_op_tensor_name
from tensorpack.tfutils.sessinit import SmartInit
from tensorpack.utils import logger
if __name__ == '__main__':
p... | 2,749 | 37.194444 | 109 | py |
SyNet | SyNet-master/tensorpack/scripts/ls-checkpoint.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: ls-checkpoint.py
import numpy as np
import pprint
import sys
import six
import tensorflow as tf
from tensorpack.tfutils.varmanip import get_checkpoint_path
if __name__ == '__main__':
fpath = sys.argv[1]
if fpath.endswith('.npy'):
params = np.load... | 723 | 25.814815 | 60 | py |
SyNet | SyNet-master/tensorpack/scripts/dump-model-params.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: dump-model-params.py
import argparse
import numpy as np
import os
import six
import tensorflow as tf
from tensorpack import logger
from tensorpack.tfutils import varmanip
from tensorpack.tfutils.common import get_op_tensor_name, get_tf_version_tuple
TF_version = ... | 4,521 | 35.176 | 105 | py |
SyNet | SyNet-master/tensorpack/tests/test_resnet.py | from case_script import TestPythonScript # noqa
# this tests occasionally fails (memory issue on travis?)
# class ResnetTest(TestPythonScript):
# @property
# def script(self):
# return '../examples/ResNet/imagenet-resnet.py'
#
# def test(self):
# self.assertSurvive(
# self.sc... | 391 | 25.133333 | 64 | py |
SyNet | SyNet-master/tensorpack/tests/benchmark-serializer.py | #!/usr/bin/env python3
import numpy as np
import argparse
import pyarrow as pa
from tabulate import tabulate
import operator
from tensorpack.utils import logger
from tensorpack.utils.serialize import (
MsgpackSerializer,
PyarrowSerializer,
PickleSerializer,
ForkingPickler,
)
from tensorpack.utils.timer... | 3,180 | 31.131313 | 108 | py |
SyNet | SyNet-master/tensorpack/tests/test_infogan.py | from case_script import TestPythonScript
from tensorpack.tfutils.common import get_tf_version_tuple
class InfoGANTest(TestPythonScript):
@property
def script(self):
return '../examples/GAN/InfoGAN-mnist.py'
def test(self):
return True # https://github.com/tensorflow/tensorflow/issues/2... | 470 | 26.705882 | 76 | py |
SyNet | SyNet-master/tensorpack/tests/test_mnist.py | from case_script import TestPythonScript
class MnistTest(TestPythonScript):
@property
def script(self):
return '../examples/basics/mnist-convnet.py'
def test(self):
self.assertSurvive(self.script, args=None)
| 240 | 19.083333 | 52 | py |
SyNet | SyNet-master/tensorpack/tests/case_script.py | from abc import abstractproperty
import unittest
import subprocess
import shlex
import sys
import threading
import os
import shutil
class PythonScript(threading.Thread):
"""A wrapper to start a python script with timeout.
To test the actual models even without GPUs we simply start them and
test whether t... | 2,680 | 30.916667 | 105 | py |
SyNet | SyNet-master/tensorpack/tests/test_char_rnn.py | import os
from case_script import TestPythonScript
def random_content():
return ('Lorem ipsum dolor sit amet\n'
'consetetur sadipscing elitr\n'
'sed diam nonumy eirmod tempor invidunt ut labore\n')
class CharRNNTest(TestPythonScript):
@property
def script(self):
return ... | 675 | 22.310345 | 65 | py |
SyNet | SyNet-master/tensorpack/tests/test_mnist_similarity.py | from case_script import TestPythonScript
class SimilarityLearningTest(TestPythonScript):
@property
def script(self):
return '../examples/SimilarityLearning/mnist-embeddings.py'
def test(self):
self.assertSurvive(self.script, args=['--algorithm triplet'], timeout=10)
| 299 | 24 | 81 | py |
SyNet | SyNet-master/tensorpack/docs/conf.py | # -*- coding: utf-8 -*-
# flake8: noqa
# tensorpack documentation build configuration file, created by
# sphinx-quickstart on Sun Mar 27 01:41:24 2016.
#
# This file is execfile()d with the current directory set to its
# containing dir.
#
# Note that not all possible configuration values are present in this
# autogener... | 15,709 | 32.283898 | 140 | py |
SyNet | SyNet-master/tensorpack/tensorpack/libinfo.py |
import os
# issue#7378 may happen with custom opencv. It doesn't hurt to disable opencl
os.environ['OPENCV_OPENCL_RUNTIME'] = 'disabled' # https://github.com/opencv/opencv/pull/10155
try:
# issue#1924 may happen on old systems
import cv2 # noqa
# cv2.setNumThreads(0)
if int(cv2.__version__.split(... | 3,666 | 34.601942 | 116 | py |
SyNet | SyNet-master/tensorpack/tensorpack/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
from tensorpack.libinfo import __version__, __git_version__, _HAS_TF
from tensorpack.utils import *
from tensorpack.dataflow import *
# dataflow can be used alone without installing tensorflow
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda... | 663 | 26.666667 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/inference.py | # -*- coding: utf-8 -*-
# File: inference.py
import numpy as np
from abc import ABCMeta
import six
from ..tfutils.common import get_op_tensor_name
from ..utils import logger
from ..utils.stats import BinaryStatistics, RatioCounter
from .base import Callback
__all__ = ['ScalarStats', 'Inferencer',
'Classi... | 6,553 | 30.358852 | 95 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/base.py | # -*- coding: utf-8 -*-
# File: base.py
from abc import ABCMeta
import six
from ..compat import tfv1 as tf
from ..tfutils.common import get_op_or_tensor_by_name
__all__ = ['Callback', 'ProxyCallback', 'CallbackFactory']
@six.add_metaclass(ABCMeta)
class Callback(object):
""" Base class for all callbacks. See
... | 9,891 | 28.094118 | 104 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/concurrency.py | # -*- coding: utf-8 -*-
# File: concurrency.py
import multiprocessing as mp
from ..utils import logger
from ..utils.concurrency import StoppableThread, start_proc_mask_signal
from .base import Callback
__all__ = ['StartProcOrThread']
class StartProcOrThread(Callback):
"""
Start some threads or processes be... | 2,042 | 33.627119 | 89 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/hooks.py | # -*- coding: utf-8 -*-
# File: hooks.py
""" Compatible layers between tf.train.SessionRunHook and Callback"""
import tensorflow as tf
from ..compat import tfv1
from ..utils.develop import HIDE_DOC
from .base import Callback
__all__ = ['CallbackToHook', 'HookToCallback', 'TFLocalCLIDebugHook']
class CallbackToH... | 2,511 | 25.442105 | 106 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/param_test.py | # -*- coding: utf-8 -*-
import unittest
import tensorflow as tf
from ..utils import logger
from ..train.trainers import NoOpTrainer
from .param import ScheduledHyperParamSetter, ObjAttrParam
class ParamObject(object):
"""
An object that holds the param to be set, for testing purposes.
"""
PARAM_NAME ... | 3,456 | 35.776596 | 91 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/steps.py | # -*- coding: utf-8 -*-
# File: steps.py
""" Some common step callbacks. """
import tqdm
from six.moves import zip
from ..compat import tfv1 as tf
from ..tfutils.common import get_global_step_var, get_op_tensor_name
from ..utils import logger
from ..utils.naming import GLOBAL_STEP_INCR_OP_NAME
from ..utils.utils imp... | 4,725 | 29.688312 | 108 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/stats.py | # -*- coding: utf-8 -*-
# File: stats.py
from .graph import DumpParamAsImage # noqa
# for compatibility only
from .misc import InjectShell, SendStat # noqa
__all__ = []
| 173 | 18.333333 | 47 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/saver.py | # -*- coding: utf-8 -*-
# File: saver.py
import os
from datetime import datetime
from ..compat import tfv1 as tf
from ..utils import fs, logger
from .base import Callback
__all__ = ['ModelSaver', 'MinSaver', 'MaxSaver']
class ModelSaver(Callback):
"""
Save the model once triggered.
"""
def __init... | 7,479 | 40.098901 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/group.py | # -*- coding: utf-8 -*-
# File: group.py
import traceback
from contextlib import contextmanager
from time import perf_counter as timer # noqa
from ..compat import tfv1 as tf
from ..utils import logger
from ..utils.utils import humanize_time_delta
from .base import Callback
from .hooks import CallbackToHook
__all__... | 2,611 | 23.87619 | 68 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/prof.py | # -*- coding: utf-8 -*-
# File: prof.py
import multiprocessing as mp
import numpy as np
import os
import time
import tensorflow as tf
from six.moves import map, queue
import psutil
from ..tfutils.common import gpu_available_in_session
from ..utils import logger
from ..utils.timer import Timer
from ..utils.concurrenc... | 12,529 | 34.495751 | 112 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/trigger.py | # -*- coding: utf-8 -*-
# File: trigger.py
from .base import Callback, ProxyCallback
__all__ = ['PeriodicTrigger', 'PeriodicCallback', 'EnableCallbackIf']
class PeriodicTrigger(ProxyCallback):
"""
Trigger a callback every k global steps or every k epochs by its :meth:`trigger()` method.
Most existing ... | 6,108 | 36.478528 | 110 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/misc.py | # -*- coding: utf-8 -*-
# File: misc.py
import numpy as np
import os
import time
from collections import deque
from ..utils import logger
from ..utils.utils import humanize_time_delta
from .base import Callback
__all__ = ['SendStat', 'InjectShell', 'EstimatedTimeLeft']
class SendStat(Callback):
""" An equival... | 3,404 | 29.954545 | 98 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/graph.py | # -*- coding: utf-8 -*-
# File: graph.py
""" Graph related callbacks"""
import numpy as np
import os
from ..compat import tfv1 as tf
from ..tfutils.common import get_op_tensor_name
from ..utils import logger
from .base import Callback
__all__ = ['RunOp', 'RunUpdateOps', 'ProcessTensors', 'DumpTensors',
... | 7,945 | 31.432653 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/monitor.py | # -*- coding: utf-8 -*-
# File: monitor.py
import json
import numpy as np
import operator
import os
import re
import shutil
import time
from collections import defaultdict
from datetime import datetime
import six
import threading
from ..compat import tfv1 as tf
from ..libinfo import __git_version__
from ..tfutils.su... | 19,702 | 31.037398 | 115 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .base import *
from .concurrency import *
from .graph import *
... | 1,359 | 24.185185 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/param.py | # -*- coding: utf-8 -*-
# File: param.py
import operator
import os
import numpy as np
from abc import ABCMeta, abstractmethod
from collections import deque
import six
from ..compat import tfv1
from ..tfutils.common import get_op_tensor_name
from ..utils import logger
from .base import Callback
__all__ = ['HyperPara... | 15,332 | 34.741259 | 112 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/summary.py | # -*- coding: utf-8 -*-
# File: summary.py
import numpy as np
from collections import deque
from ..compat import tfv1 as tf
from ..tfutils.common import get_op_tensor_name
from ..utils import logger
from ..utils.naming import MOVING_SUMMARY_OPS_KEY
from .base import Callback
__all__ = ['MovingAverageSummary', 'Merg... | 6,892 | 36.666667 | 106 | py |
SyNet | SyNet-master/tensorpack/tensorpack/callbacks/inference_runner.py | # -*- coding: utf-8 -*-
# File: inference_runner.py
import itertools
import sys
from contextlib import contextmanager
import tqdm
from tensorflow.python.training.monitored_session import _HookedSession as HookedSession
from ..compat import tfv1 as tf
from ..dataflow.base import DataFlow
from ..input_source import Fe... | 12,490 | 39.555195 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/input_source/input_source.py | # -*- coding: utf-8 -*-
# File: input_source.py
import threading
from contextlib import contextmanager
from itertools import chain
import tensorflow as tf
from ..compat import tfv1
from ..callbacks.base import Callback, CallbackFactory
from ..callbacks.graph import RunOp
from ..dataflow import DataFlow, MapData, Rep... | 26,473 | 35.97486 | 118 | py |
SyNet | SyNet-master/tensorpack/tensorpack/input_source/__init__.py | # -*- coding: utf-8 -*-
# File: __init__.py
# https://github.com/celery/kombu/blob/7d13f9b95d0b50c94393b962e6def928511bfda6/kombu/__init__.py#L34-L36
STATICA_HACK = True
globals()['kcah_acitats'[::-1].upper()] = False
if STATICA_HACK:
from .input_source_base import *
from .input_source import *
from pkgutil... | 1,006 | 24.820513 | 105 | py |
SyNet | SyNet-master/tensorpack/tensorpack/input_source/input_source_base.py | # -*- coding: utf-8 -*-
# File: input_source_base.py
import copy
from abc import ABCMeta, abstractmethod
from contextlib import contextmanager
import six
import tensorflow as tf
from ..callbacks.base import CallbackFactory
from ..tfutils.common import get_op_tensor_name
from ..utils import logger
from ..utils.argtool... | 9,603 | 31.555932 | 111 | py |
SyNet | SyNet-master/tensorpack/tensorpack/compat/__init__.py | #!/usr/bin/env python
import tensorflow as tf
def backport_tensor_spec():
if hasattr(tf, 'TensorSpec'):
return tf.TensorSpec
try:
# available since 1.7
from tensorflow.python.framework.tensor_spec import TensorSpec
except ImportError:
pass
else:
tf.TensorSpec =... | 917 | 21.390244 | 92 | py |
SyNet | SyNet-master/tensorpack/tensorpack/compat/tensor_spec.py |
"""
Copied from tensorflow/python/framework/tensor_spec.py
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
from tensorflow.python.framework import common_shapes
from tensorflow.python.framework import dtypes
from tensorflow.python.f... | 3,255 | 29.429907 | 87 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/fc.py | # -*- coding: utf-8 -*-
# File: fc.py
import numpy as np
from ..compat import tfv1 as tf # this should be avoided first in model code
from ..tfutils.common import get_tf_version_tuple
from .common import VariableHolder, layer_register
from .tflayer import convert_to_tflayer_args, rename_get_variable
__all__ = ['Fu... | 2,337 | 30.594595 | 110 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/batch_norm.py | # Copyright (c) Tensorpack Contributors. All Rights Reserved
# -*- coding: utf-8 -*-
# File: batch_norm.py
import re
from ..compat import tfv1 as tf # this should be avoided first in model code
from tensorflow.python.training import moving_averages
from ..tfutils.collection import backup_collection, restore_collect... | 21,444 | 44.530786 | 120 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/conv2d.py | # -*- coding: utf-8 -*-
# File: conv2d.py
from ..compat import tfv1 as tf # this should be avoided first in model code
from ..tfutils.common import get_tf_version_tuple
from ..utils.argtools import get_data_format, shape2d, shape4d, log_once
from .common import VariableHolder, layer_register
from .tflayer import co... | 10,577 | 38.470149 | 112 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/shape_utils.py | # -*- coding: utf-8 -*-
# File: shape_utils.py
import tensorflow as tf
__all__ = []
class StaticDynamicAxis(object):
def __init__(self, static, dynamic):
self.static = static
self.dynamic = dynamic
def apply(self, f):
try:
st = f(self.static)
return StaticDyn... | 2,152 | 25.580247 | 78 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/registry.py | # -*- coding: utf-8 -*-
# File: registry.py
import copy
import re
import collections
from functools import wraps
import six
import tensorflow as tf
from ..compat import tfv1
from ..tfutils.argscope import get_arg_scope
from ..tfutils.model_utils import get_shape_str
from ..utils import logger
# make sure each layer... | 6,483 | 33.306878 | 115 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/tflayer.py | # -*- coding: utf-8 -*-
# File: tflayer.py
import functools
import six
import tensorflow as tf
from ..tfutils.common import get_tf_version_tuple
from ..tfutils.varreplace import custom_getter_scope
from ..utils.argtools import get_data_format
__all__ = []
def map_common_tfargs(kwargs):
df = kwargs.pop('data_fo... | 4,159 | 29.814815 | 100 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/utils.py | # -*- coding: utf-8 -*-
# File: utils.py
import six
class VariableHolder(object):
""" A proxy to access variables defined in a layer. """
def __init__(self, **kwargs):
"""
Args:
kwargs: {name:variable}
"""
self._vars = {}
for k, v in six.iteritems(kwargs):
... | 1,212 | 24.808511 | 88 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/models_test.py | # -*- coding: utf-8 -*-
# File: _test.py
import logging
import unittest
import tensorflow as tf
import numpy as np
from .conv2d import Conv2DTranspose
from .pool import FixedUnPooling
class TestModel(unittest.TestCase):
def eval(self, x, feed_dict=None):
sess = tf.Session()
sess.run(tf.global_... | 3,753 | 31.362069 | 82 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/_old_batch_norm.py | # -*- coding: utf-8 -*-
# File: _old_batch_norm.py
import tensorflow as tf
from tensorflow.contrib.framework import add_model_variable
from tensorflow.python.training import moving_averages
from ..tfutils.common import get_tf_version_tuple
from ..tfutils.tower import get_current_tower_context
from ..utils import logg... | 7,082 | 40.664706 | 114 | py |
SyNet | SyNet-master/tensorpack/tensorpack/models/linearwrap.py | # -*- coding: utf-8 -*-
# File: linearwrap.py
from types import ModuleType
import six
from .registry import get_registered_layer
__all__ = ['LinearWrap']
class LinearWrap(object):
""" A simple wrapper to easily create "linear" graph,
consisting of layers / symbolic functions with only one input & outp... | 3,634 | 30.068376 | 90 | py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.