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42 changes: 33 additions & 9 deletions app.py
Original file line number Diff line number Diff line change
Expand Up @@ -45,11 +45,24 @@ def get_detections():
images = request.files.getlist("images")
image_names = []
for image in images:
image_name = image.filename
image_name = "./temp/" + image.filename
image_names.append(image_name)
image.save(os.path.join(os.getcwd(), image_name))
img_raw = tf.image.decode_image(
open(image_name, 'rb').read(), channels=3)
image.save(os.path.join(os.getcwd(), image_name[2:]))
try:
img_raw = tf.image.decode_image(
open(image_name, 'rb').read(), channels=3)
except tf.errors.InvalidArgumentError:
# remove temporary images
for name in image_names:
os.remove(name)
abort(404, "it is not an image file or image file is an unsupported format. try jpg or png")
except Exception as e:
# remove temporary images
for name in image_names:
os.remove(name)
print(e.__class__)
print(e)
abort(500)
raw_images.append(img_raw)

num = 0
Expand Down Expand Up @@ -80,7 +93,7 @@ def get_detections():
"confidence": float("{0:.2f}".format(np.array(scores[0][i])*100))
})
response.append({
"image": image_names[j],
"image": image_names[j][7:],
"detections": responses
})
img = cv2.cvtColor(raw_img.numpy(), cv2.COLOR_RGB2BGR)
Expand All @@ -100,10 +113,21 @@ def get_detections():
@app.route('/image', methods= ['POST'])
def get_image():
image = request.files["images"]
image_name = image.filename
image.save(os.path.join(os.getcwd(), image_name))
img_raw = tf.image.decode_image(
open(image_name, 'rb').read(), channels=3)
image_name = "./temp/" + image.filename
image.save(os.path.join(os.getcwd(), image_name[2:]))
try:
img_raw = tf.image.decode_image(
open(image_name, 'rb').read(), channels=3)
except tf.errors.InvalidArgumentError:
# remove temporary image
os.remove(image_name)
abort(404, "it is not an image file or image file is an unsupported format. try jpg or png")
except Exception as e:
# remove temporary image
os.remove(image_name)
print(e.__class__)
print(e)
abort(500)
img = tf.expand_dims(img_raw, 0)
img = transform_images(img, size)

Expand Down
1 change: 1 addition & 0 deletions temp/.gitkeep
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@