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Enhanced image loading reliability with error handling #39

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Enhanced image loading reliability with error handling #39

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17 changes: 11 additions & 6 deletions captioner/fast_captioner_lmdeploy.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,9 +51,13 @@ def __len__(self):

def __getitem__(self, idx):
video_img_list = self.video_dir_list[idx]
img_path_list = os.listdir(video_img_list)
img_path_list.sort()
images = [Image.open(os.path.join(video_img_list, img_path)).convert('RGB') for img_path in img_path_list]
try:
img_path_list = os.listdir(video_img_list)
img_path_list.sort()
images = [Image.open(os.path.join(video_img_list, img_path)).convert('RGB') for img_path in img_path_list]
except Exception as e:
print(f"Error loading image: {e}")
return None

img_width, img_height = images[0].size
grid_image = Image.new('RGB', (self.img_grid_w * img_width, self.img_grid_h * img_height))
Expand All @@ -72,8 +76,9 @@ def custom_collate_fn(batch):
input_list = []
filename_list = []
for item in batch:
input_list.append(item[0])
filename_list.append(item[1])
if item:
input_list.append(item[0])
filename_list.append(item[1])
return input_list, filename_list

def parse_args():
Expand Down Expand Up @@ -111,4 +116,4 @@ def parse_args():
}
filename = filename.split('/')[-1]
with open(os.path.join(args.save_path, filename+'.json'), 'w') as f:
f.write(json.dumps(finish_data, indent=2, ensure_ascii=False))
f.write(json.dumps(finish_data, indent=2, ensure_ascii=False))