COCO baseline experiment scripts

experiments/cfgs/coco.yml

+EXP_DIR: coco_baseline
+TRAIN:
+  SNAPSHOT_ITERS: 20000

experiments/scripts/coco_vgg16.sh

+#!/bin/bash
+
+set -x
+set -e
+
+export PYTHONUNBUFFERED="True"
+
+LOG="experiments/logs/coco_baseline_vgg16_crowd.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG16/coco/solver.prototxt \
+  --weights data/imagenet_models/VGG16.v2.caffemodel \
+  --cfg experiments/cfgs/coco.yml \
+  --imdb coco_2014_train \
+  --iters 240000
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG16/coco/test.prototxt \
+  --net output/coco_baseline/coco_2014_train/vgg16_fast_rcnn_iter_240000.caffemodel \
+  --cfg experiments/cfgs/coco.yml \
+  --imdb coco_2014_minival \
+  --num_dets 100

experiments/scripts/coco_vgg_cnn_m_1024.sh

+#!/bin/bash
+
+set -x
+set -e
+
+export PYTHONUNBUFFERED="True"
+
+LOG="experiments/logs/coco_baseline_vgg_cnn_m_1024.txt.`date +'%Y-%m-%d_%H-%M-%S'`"
+exec &> >(tee -a "$LOG")
+echo Logging output to "$LOG"
+
+time ./tools/train_net.py --gpu $1 \
+  --solver models/VGG_CNN_M_1024/coco/solver.prototxt \
+  --weights data/imagenet_models/VGG_CNN_M_1024.v2.caffemodel \
+  --cfg experiments/cfgs/coco.yml --imdb coco_2014_train \
+  --iters 280000
+
+time ./tools/test_net.py --gpu $1 \
+  --def models/VGG_CNN_M_1024/coco/test.prototxt \
+  --net output/coco_baseline/coco_2014_train/vgg_cnn_m_1024_fast_rcnn_iter_280000.caffemodel \
+  --cfg experiments/cfgs/coco.yml \
+  --imdb coco_2014_minival \
+  --num_dets 100