Kentaro Iizuka iizukak

LMFYolo のグリッドセルサイズを拡大する方法

Blueoil の LMFYolo でより小さいオブジェクトも検出したい場合、添付したソースコードのように変更を施すことで、グリッドセルのサイズを変更することができます。

ソースコードのパスは Blueoil の v0.21.0 に従います。

以下の３つのソースコードを diff に示したように書き換えます。

	import os
	import csv
	import requests

	with open("./requirements.txt") as f:
	osslist = [s.strip() for s in f.readlines()]

	for oss in osslist:
	name, var = oss.split("==")
	url = "https://pypi.org/pypi/{0}/{1}/json".format(name, var)

	$ rake -v [~/projects/mruby]
	mkdir -p /Users/kentaro/projects/mruby/build/host/src
	gcc -std=gnu99 -g -O3 -Wall -Wundef -Wdeclaration-after-statement -Werror-implicit-function-declaration -Wwrite-strings -I"/Users/kentaro/projects/mruby/include" -MMD -o "/Users/kentaro/projects/mruby/build/host/src/object.o" -c "/Users/kentaro/projects/mruby/src/object.c"
	mkdir -p /Users/kentaro/projects/mruby/build/host/src
	gcc -std=gnu99 -g -O3 -Wall -Wundef -Wdeclaration-after-statement -Werror-implicit-function-declaration -Wwrite-strings -I"/Users/kentaro/projects/mruby/include" -MMD -o "/Users/kentaro/projects/mruby/build/host/src/kernel.o" -c "/Users/kentaro/projects/mruby/src/kernel.c"
	mkdir -p /Users/kentaro/projects/mruby/build/host/src
	gcc -std=gnu99 -g -O3 -Wall -Wundef -Wdeclaration-after-statement -Werror-implicit-function-declaration -Wwrite-st

	Benchmark model: mobilenet_small
	Benchmark for non quantized model

	LOAD DATASET: START
	LOAD DATASET: DONE
	INFERENCE: START
	INFERENCE: DONE

	Angry: Correct cases: 271 / 491, Accuracy: 55.19
	Disgust: Correct cases: 0 / 55, Accuracy: 0.00

	Number of nodes executed: 16
	============================== Summary by node type ==============================
	[Node type] [count] [avg ms] [avg %] [cdf %] [mem KB] [times called]
	CONV_2D 3 13.541 85.346% 85.346% 0.000 3
	DEPTHWISE_CONV_2D 7 1.808 11.395% 96.741% 0.000 7
	FULLY_CONNECTED 2 0.458 2.887% 99.628% 0.000 2
	MEAN 1 0.043 0.271% 99.899% 0.000 1
	QUANTIZE 2 0.015 0.095% 99.994% 0.000 2
	SOFTMAX 1 0.001 0.006% 100.000% 0.000

	# Basic tests
	## Test of openimagesv4_object_detection
	### ./blueoil.sh init
	OK!
	### diff ./tmp/tests/20190709101142/created_by_test_script_openimagesv4_object_detection.yml ./tests/config/openimagesv4_object_detection.yml
	OK!
	### ./blueoil.sh train ./tmp/tests/20190709101142/created_by_test_script_openimagesv4_object_detection.yml
	OK!
	### ./blueoil.sh convert ./tmp/tests/20190709101142/created_by_test_script_openimagesv4_object_detection.yml ./saved/created_by_test_script_openimagesv4_object_detection_20190709101155
	OK!