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。
- blueoil/networks/object_detection/lm_fyolo.py
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| 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) |
iizukak
/ gist:f60f4329328dc52c1c50a9e9f3fdad6d
Last active
May 5, 2020 13:47
mruby 84aad399 rake -v error on macOS
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| $ 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 |
iizukak
/ fer2013_mobilenet_small.txt
Created
April 24, 2020 00:28
FER2013 Mobilenet Small Benchmark
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| 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 |
iizukak
/ mobilenet_small_bench.txt
Created
April 14, 2020 23:56
TensorFlow Lite quantization benchmark
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| STARTING! | |
| Duplicate flags: num_threads | |
| Min num runs: [50] | |
| Min runs duration (seconds): [1] | |
| Max runs duration (seconds): [150] | |
| Inter-run delay (seconds): [-1] | |
| Num threads: [1] | |
| Benchmark name: [] | |
| Output prefix: [] | |
| Min warmup runs: [1] |
iizukak
/ mobilenet_small_bench.txt
Last active
April 14, 2020 14:59
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| 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 |
iizukak
/ gist:703d10d5fc975517b820709a9e75115a
Last active
April 14, 2020 14:09
FER2013 quantize result
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| Benchmark model: mobilenet_small | |
| Benchmark for non quantized model | |
| LOAD DATASET: START | |
| LOAD DATASET: DONE | |
| INFERENCE: START | |
| INFERENCE: DONE | |
| Angry: Correct cases: 301 / 491, Accuracy: 61.30 | |
| Disgust: Correct cases: 0 / 55, Accuracy: 0.00 |
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| # 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! |
iizukak
/ labels.txt
Created
April 4, 2019 08:48
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| Sky | |
| Building | |
| Column_Pole | |
| Road | |
| Sidewalk | |
| Tree | |
| SignSymbol | |
| Fence | |
| Car | |
| Pedestrian |
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| # Left side of board | |
| set_io --warn-no-port io_pin_1 A2 | |
| set_io --warn-no-port io_pin_2 A1 | |
| set_io --warn-no-port io_pin_3 B1 | |
| set_io --warn-no-port io_pin_4 C2 | |
| set_io --warn-no-port io_pin_5 C1 | |
| set_io --warn-no-port io_pin_6 D2 | |
| set_io --warn-no-port io_pin_7 D1 | |
| set_io --warn-no-port io_pin_8 E2 | |
| set_io --warn-no-port io_pin_9 E1 |
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